/*! tailwindcss v4.2.1 | MIT License | https://tailwindcss.com */
@layer properties{@supports (((-webkit-hyphens:none)) and (not (margin-trim:inline))) or ((-moz-orient:inline) and (not (color:rgb(from red r g b)))){*,:before,:after{--tw-rotate-x:initial;--tw-rotate-y:initial;--tw-rotate-z:initial;--tw-skew-x:initial;--tw-skew-y:initial}::backdrop{--tw-rotate-x:initial;--tw-rotate-y:initial;--tw-rotate-z:initial;--tw-skew-x:initial;--tw-skew-y:initial}}}@layer theme{:root,:host{--font-sans:ui-sans-serif, system-ui, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";--font-mono:ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;--spacing:.25rem;--default-font-family:var(--font-sans);--default-mono-font-family:var(--font-mono)}}@layer base{*,:after,:before{box-sizing:border-box;border:0 solid;margin:0;padding:0}::backdrop{box-sizing:border-box;border:0 solid;margin:0;padding:0}::file-selector-button{box-sizing:border-box;border:0 solid;margin:0;padding:0}html,:host{-webkit-text-size-adjust:100%;tab-size:4;line-height:1.5;font-family:var(--default-font-family,ui-sans-serif, system-ui, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji");font-feature-settings:var(--default-font-feature-settings,normal);font-variation-settings:var(--default-font-variation-settings,normal);-webkit-tap-highlight-color:transparent}hr{height:0;color:inherit;border-top-width:1px}abbr:where([title]){-webkit-text-decoration:underline dotted;text-decoration:underline dotted}h1,h2,h3,h4,h5,h6{font-size:inherit;font-weight:inherit}a{color:inherit;-webkit-text-decoration:inherit;-webkit-text-decoration:inherit;-webkit-text-decoration:inherit;-webkit-text-decoration:inherit;text-decoration:inherit}b,strong{font-weight:bolder}code,kbd,samp,pre{font-family:var(--default-mono-font-family,ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace);font-feature-settings:var(--default-mono-font-feature-settings,normal);font-variation-settings:var(--default-mono-font-variation-settings,normal);font-size:1em}small{font-size:80%}sub,sup{vertical-align:baseline;font-size:75%;line-height:0;position:relative}sub{bottom:-.25em}sup{top:-.5em}table{text-indent:0;border-color:inherit;border-collapse:collapse}:-moz-focusring{outline:auto}progress{vertical-align:baseline}summary{display:list-item}ol,ul,menu{list-style:none}img,svg,video,canvas,audio,iframe,embed,object{vertical-align:middle;display:block}img,video{max-width:100%;height:auto}button,input,select,optgroup,textarea{font:inherit;font-feature-settings:inherit;font-variation-settings:inherit;letter-spacing:inherit;color:inherit;opacity:1;background-color:#0000;border-radius:0}::file-selector-button{font:inherit;font-feature-settings:inherit;font-variation-settings:inherit;letter-spacing:inherit;color:inherit;opacity:1;background-color:#0000;border-radius:0}:where(select:is([multiple],[size])) optgroup{font-weight:bolder}:where(select:is([multiple],[size])) optgroup option{padding-inline-start:20px}::file-selector-button{margin-inline-end:4px}::placeholder{opacity:1}@supports (not ((-webkit-appearance:-apple-pay-button))) or (contain-intrinsic-size:1px){::placeholder{color:currentColor}@supports (color:color-mix(in lab, red, red)){::placeholder{color:color-mix(in oklab, currentcolor 50%, transparent)}}}textarea{resize:vertical}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-date-and-time-value{min-height:1lh;text-align:inherit}::-webkit-datetime-edit{display:inline-flex}::-webkit-datetime-edit-fields-wrapper{padding:0}::-webkit-datetime-edit{padding-block:0}::-webkit-datetime-edit-year-field{padding-block:0}::-webkit-datetime-edit-month-field{padding-block:0}::-webkit-datetime-edit-day-field{padding-block:0}::-webkit-datetime-edit-hour-field{padding-block:0}::-webkit-datetime-edit-minute-field{padding-block:0}::-webkit-datetime-edit-second-field{padding-block:0}::-webkit-datetime-edit-millisecond-field{padding-block:0}::-webkit-datetime-edit-meridiem-field{padding-block:0}::-webkit-calendar-picker-indicator{line-height:1}:-moz-ui-invalid{box-shadow:none}button,input:where([type=button],[type=reset],[type=submit]){-webkit-appearance:button;appearance:button}::file-selector-button{-webkit-appearance:button;appearance:button}::-webkit-inner-spin-button{height:auto}::-webkit-outer-spin-button{height:auto}[hidden]:where(:not([hidden=until-found])){display:none!important}}@layer components;@layer utilities{.visible{visibility:visible}.static{position:static}.start{inset-inline-start:var(--spacing)}.end{inset-inline-end:var(--spacing)}.table{display:table}.transform{transform:var(--tw-rotate-x,) var(--tw-rotate-y,) var(--tw-rotate-z,) var(--tw-skew-x,) var(--tw-skew-y,)}.resize{resize:both}}:root{--background:#fff;--foreground:#11141b;--muted:#686d79;--line:#151b2724;--accent:#5967c9;--site-font:"Times New Roman", Times, serif}.transfer-results-section{color:#171a22;background:#fff;padding:92px 0 108px;position:relative;overflow:hidden}.transfer-results-section:before{opacity:.15;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:64px 64px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 80%);mask-image:radial-gradient(circle,#000,#0000 80%)}.transfer-results-shell{z-index:1;width:min(1240px,100% - 64px);margin:0 auto;position:relative}.transfer-results-heading{min-height:132px}.transfer-results-heading>p{color:#454b57;letter-spacing:.11em;text-transform:uppercase;align-items:center;gap:14px;margin:0 0 12px;font-size:1.04rem;font-weight:700;display:flex}.transfer-results-heading>p>span{color:#6673ca;letter-spacing:0;border:1px solid #5360ba38;border-radius:50%;place-items:center;width:42px;height:42px;font-size:.86rem;display:grid}.transfer-results-heading h2{letter-spacing:-.035em;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(2.1rem,3.2vw,3.35rem);font-weight:400;line-height:.98}.transfer-setting-strip{justify-content:flex-end;align-items:center;gap:10px;min-height:54px;margin-bottom:14px;display:flex}.transfer-setting-strip>span{color:#4a5260;letter-spacing:.055em;text-transform:uppercase;background:#ffffffc2;border:1px solid #323b541f;border-radius:999px;align-items:center;gap:8px;min-height:38px;padding:0 13px;font-size:.76rem;font-weight:750;display:inline-flex}.transfer-setting-strip>span>i{background:#9298a4;border-radius:50%;width:8px;height:8px}.transfer-setting-strip>span:first-child>i,.transfer-setting-strip>span:nth-child(2)>i{background:#5d969d}.transfer-setting-strip>span:nth-child(2){color:#4e5b9e;border-color:#5362bf40}.transfer-setting-strip>span:nth-child(2)>i{background:#6673ca;box-shadow:0 0 0 4px #6673ca11}.transfer-results-card{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffdb;border:1px solid #262d401c;border-radius:27px;padding:18px;box-shadow:0 28px 78px #1f263e13,inset 0 1px #fffffffa}.transfer-table-scroll{border:1px solid #2f38501c;border-radius:20px;overflow:hidden}.transfer-results-table{border-collapse:separate;border-spacing:0;table-layout:fixed;width:100%}.transfer-results-table caption{clip:rect(0, 0, 0, 0);white-space:nowrap;border:0;width:1px;height:1px;margin:-1px;padding:0;position:absolute;overflow:hidden}.transfer-results-table th,.transfer-results-table td{border-bottom:1px solid #30395017;border-right:1px solid #30395017}.transfer-results-table tr>:last-child{border-right:0}.transfer-results-table tbody tr:last-child>*{border-bottom:0}.transfer-results-table thead th{text-align:center;background:linear-gradient(#f8f9fdfa,#f5f8f9ed);height:88px;padding:13px 18px}.transfer-results-table thead th:first-child,.transfer-results-table tbody th{width:19%}.transfer-results-table thead th>strong{color:#303744;font-size:1.05rem;font-weight:750;display:block}.transfer-results-table thead th>span{color:#667080;letter-spacing:.065em;text-transform:uppercase;background:#5867bb12;border-radius:999px;margin-top:7px;padding:4px 8px;font-size:.67rem;font-weight:750;display:inline-block}.transfer-results-table thead th:nth-child(n+3)>span{color:#547b80;background:#43919a13}.transfer-results-table .transfer-metric-corner{text-align:left;padding-left:24px}.transfer-metric-corner>strong>em{color:#6673ca;font-style:normal}.transfer-metric-corner>span{color:#747b88!important;background:0 0!important;padding:0!important}.transfer-results-table tbody th{text-align:left;background:#f9fafcbf;padding:20px 24px}.transfer-results-table tbody th>span{color:#79808d;letter-spacing:.075em;text-transform:uppercase;font-size:.67rem;font-weight:750;display:block}.transfer-results-table tbody th>strong{color:#2f3643;margin-top:7px;font-size:1.14rem;font-weight:700;display:block}.transfer-results-table tbody td{background:#ffffffc2;height:132px;padding:17px 18px;transition:background-color .22s,box-shadow .22s}.transfer-results-table tbody td:hover{z-index:1;background:#f8fafffa;position:relative;box-shadow:inset 0 0 0 1px #5362bf33}.transfer-ppl-pair{grid-template-columns:minmax(0,1fr) 42px minmax(0,1fr);align-items:center;gap:4px;display:grid}.transfer-ppl-pair>span{flex-direction:column;justify-content:center;align-items:center;display:flex}.transfer-ppl-pair small{color:#7a818d;letter-spacing:.055em;text-transform:uppercase;font-size:.68rem;font-weight:700}.transfer-ppl-pair strong{color:#555d6b;margin-top:3px;font-size:1.72rem;font-weight:550;line-height:1}.transfer-ppl-pair .transfer-umim-value small,.transfer-ppl-pair .transfer-umim-value strong{color:#4f5ca5}.transfer-ppl-pair .transfer-umim-value strong{font-size:1.86rem;font-weight:700}.transfer-value-arrow{background:linear-gradient(90deg,#6673ca47,#6673ca);justify-self:center;width:34px;height:1px;display:block;position:relative}.transfer-value-arrow:after{content:"";border-top:1px solid #6673ca;border-right:1px solid #6673ca;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.transfer-reduction-pill{color:#4e7479;background:#ebf8f7c2;border:1px solid #43919a2e;border-radius:999px;justify-content:center;align-items:center;gap:7px;width:fit-content;min-height:27px;margin:13px auto 0;padding:0 10px;display:flex}.transfer-reduction-pill>strong{color:#347079;font-size:.82rem;font-weight:800}.transfer-reduction-pill>span{letter-spacing:.045em;text-transform:uppercase;font-size:.62rem;font-weight:750}.transfer-results-notes{grid-template-columns:.9fr 1.5fr;gap:32px;padding:20px 8px 2px;display:grid}.transfer-results-notes>p{color:#5d6572;margin:0;font-size:.83rem;line-height:1.55}.transfer-results-notes>p>strong{color:#343b48;margin-right:5px;font-weight:750}.transfer-results-notes>p:first-child>strong:nth-of-type(2){margin-left:14px}.academic-results-figure{background:#fff;border:1px solid #252c3d13;border-radius:26px;margin:2px 0 0;padding:34px 38px 27px;box-shadow:0 24px 68px #1f263e0e}.academic-results-caption{border-bottom:1px solid #30364713;grid-template-columns:minmax(0,1.3fr) minmax(340px,.7fr);align-items:end;gap:40px;padding:3px 2px 24px;display:grid}.academic-caption-title{flex-direction:column;display:flex}.academic-caption-title>span{color:#5965a6;letter-spacing:.025em;font-size:.79rem;font-weight:700}.academic-caption-title>strong{color:#20242d;margin-top:7px;font-size:1.24rem;font-weight:650;line-height:1.25}.academic-caption-key{grid-template-columns:1fr 1fr;gap:12px;display:grid}.academic-caption-key>p{border-left:1px solid #5362bf2e;flex-direction:column;justify-content:center;align-items:flex-start;min-height:48px;margin:0;padding:8px 12px;display:flex}.academic-caption-key>p:last-child{border-left-color:#43919a33}.academic-caption-key strong{color:#343e7d;font-size:.86rem;font-weight:800}.academic-caption-key>p:last-child strong{color:#347079}.academic-caption-key span{color:#6b7280;white-space:nowrap;margin-top:3px;font-size:.7rem;font-weight:600}.academic-results-setting{color:#545d6d;letter-spacing:.055em;text-align:center;text-transform:uppercase;border-top:1px solid #2f36481a;border-bottom:1px solid #2f36481a;margin:18px 0 24px;padding:11px 12px;font-size:.78rem;font-weight:700}.academic-results-scroll{margin-top:27px;overflow-x:auto}.academic-results-table{border-collapse:collapse;table-layout:fixed;color:#252a34;border-top:1px solid #2f364729;border-bottom:1px solid #2f364729;width:100%;min-width:880px}.academic-results-table th,.academic-results-table td{text-align:center;padding:14px;font-size:1rem;line-height:1.2}.academic-results-table thead tr:first-child th{padding-top:16px;padding-bottom:11px;font-size:1.04rem;font-weight:750}.academic-results-table thead tr:first-child th[colspan]>strong{font-size:1.04rem;font-weight:750;display:block}.academic-results-table thead tr:first-child th[colspan]>span{color:#69717e;letter-spacing:.025em;margin-top:5px;font-size:.68rem;font-weight:650;display:block}.academic-results-table thead tr:first-child th:nth-child(4)>span,.academic-results-table thead tr:first-child th:nth-child(5)>span{color:#4e7d83}.academic-results-table thead tr:first-child th[colspan]{border-bottom:1px solid #30354024}.academic-results-table thead tr:last-child th{color:#555d6b;border-bottom:1px solid #2f36472e;padding-top:9px;padding-bottom:13px;font-size:.82rem;font-weight:700}.academic-results-table thead th:first-child{width:18%}.academic-results-table thead th:nth-child(2){width:17%}.academic-results-table tbody+tbody tr:first-child>*{border-top:1px solid #3035401a}.academic-results-table tbody th[scope=rowgroup]{color:#222732;text-align:left;vertical-align:middle;background:#fff;border-right:1px solid #3036470e;padding-left:17px;font-size:1.02rem;font-weight:700}.academic-results-table tbody th[scope=row]{text-align:left;padding-left:18px;font-weight:600}.academic-results-table tbody td{font-variant-numeric:tabular-nums}.academic-results-table .academic-umim-row>*{background:#fff}.academic-results-table .academic-umim-row>th{color:#3f4c91;padding-left:18px;font-weight:750}.academic-result-value{color:#404b8f;font-weight:750}.academic-result-reduction{color:#37737b;font-weight:750}.academic-result-dash{color:#8a909a}.academic-results-footnote{color:#5e6571;margin-top:19px;padding:0 3px;font-size:.84rem;line-height:1.58}.academic-results-footnote>strong{color:#343a46;font-weight:750}@media (max-width:900px){.transfer-results-section{padding:76px 0 88px}.transfer-results-shell{width:calc(100% - 32px)}.transfer-results-heading{min-height:118px}.transfer-setting-strip{flex-wrap:wrap;justify-content:flex-start;margin-bottom:18px}.transfer-table-scroll{overflow-x:auto}.transfer-results-table{min-width:980px}.transfer-results-notes{grid-template-columns:1fr;gap:10px}.academic-results-figure{padding:28px 24px 22px}.academic-results-caption{grid-template-columns:1fr;align-items:start;gap:18px}.academic-caption-key{width:min(440px,100%)}}@media (max-width:600px){.transfer-results-heading>p{gap:9px;font-size:.72rem}.transfer-results-heading>p>span{width:34px;height:34px;font-size:.66rem}.transfer-results-heading h2{font-size:clamp(1.65rem,8vw,2.3rem)}.transfer-setting-strip>span{min-height:34px;padding:0 10px;font-size:.65rem}.transfer-results-card{border-radius:20px;padding:10px}.academic-results-figure{border-radius:14px;padding:22px 14px 18px}.academic-results-setting{font-size:.68rem;line-height:1.45}.academic-caption-key{grid-template-columns:1fr;gap:7px}.academic-caption-key>p{min-height:40px}}*{box-sizing:border-box;font-family:var(--site-font)!important}:before,:after{font-family:var(--site-font)!important}html{background:var(--background)}body{background:var(--background);color:var(--foreground);font-family:var(--site-font);-webkit-font-smoothing:antialiased;margin:0}a{color:inherit;text-decoration:none}.paper-home{isolation:isolate;background:radial-gradient(circle at 50% 46%,#fffffffa 0 26%,#ffffffdb 48%,#ffffff73 100%),#fff;place-items:center;min-height:100svh;display:grid;position:relative;overflow:hidden}.entanglement-field{z-index:-1;pointer-events:none;width:100%;height:100%;position:absolute;inset:0}.hero{text-align:center;width:min(1120px,100% - 48px);padding:92px 0 112px}.venue-line{color:#6e7380;letter-spacing:.16em;text-transform:uppercase;align-items:center;gap:10px;margin:0 0 30px;font-size:.88rem;font-weight:600;display:inline-flex}.venue-mark{background:linear-gradient(90deg, var(--accent), #58a2ae);width:20px;height:1px}h1{letter-spacing:-.052em;text-wrap:balance;max-width:1060px;margin:0 auto;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(3.15rem,6.8vw,7.15rem);font-weight:400;line-height:.94}h1 span{color:#343943;letter-spacing:-.038em;margin-top:.11em;font-size:.72em;font-style:italic;display:block}.authors{color:var(--muted);letter-spacing:.015em;flex-wrap:wrap;justify-content:center;gap:10px 0;margin:40px auto 0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(1.12rem,1.65vw,1.34rem);display:flex}.authors span{align-items:center;display:inline-flex}.authors sup,.affiliations sup{color:var(--accent);margin-left:.16em;font-family:Inter,ui-sans-serif,-apple-system,BlinkMacSystemFont,Segoe UI,sans-serif;font-size:.58em;font-weight:600;position:relative;top:-.18em}.authors span:not(:last-child):after{content:"";background:#a9adba;border-radius:999px;width:3px;height:3px;margin:0 14px}.affiliations{color:#7a7f8a;letter-spacing:.01em;flex-wrap:wrap;justify-content:center;gap:8px 24px;max-width:940px;margin:16px auto 0;font-size:clamp(.86rem,1.18vw,1rem);line-height:1.55;display:flex}.affiliations span{white-space:nowrap}.affiliations sup{margin:0 .34em 0 0;font-size:.66em;top:-.12em}.paper-links{justify-content:center;gap:28px;margin-top:50px;display:flex}.resource-link{color:#555b68;letter-spacing:.12em;text-transform:uppercase;justify-items:center;gap:9px;font-size:.68rem;font-weight:600;transition:color .22s;display:grid}.icon-shell{border:1px solid var(--line);-webkit-backdrop-filter:blur(8px);backdrop-filter:blur(8px);background:#ffffffb8;border-radius:50%;place-items:center;width:54px;height:54px;transition:transform .22s,border-color .22s,box-shadow .22s;display:grid;box-shadow:0 8px 30px #151b270a}.icon-shell svg{width:21px;height:21px}:is(.resource-link:hover,.resource-link:focus-visible){color:var(--foreground);outline:none}:is(.resource-link:hover .icon-shell,.resource-link:focus-visible .icon-shell){border-color:#5362bf57;transform:translateY(-3px);box-shadow:0 14px 32px #3f4b961c}.scroll-cue{background:#1318221f;width:1px;height:34px;position:absolute;bottom:26px;left:50%;overflow:hidden;transform:translate(-50%)}.scroll-cue span{background:#48539f94;width:100%;height:13px;animation:2.4s ease-in-out infinite descend;display:block}.abstract-section{color:#181b23;background:radial-gradient(circle at 13% 30%,#5897a00e,#0000 24%),radial-gradient(circle at 87% 72%,#6472c90f,#0000 27%),#fbfbfd;align-items:center;min-height:max(860px,100svh);padding:110px 0 120px;display:flex;position:relative;overflow:hidden}.abstract-section:before{opacity:.34;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:72px 72px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 80%);mask-image:radial-gradient(circle,#000,#0000 80%)}.abstract-shell{z-index:1;width:min(1240px,100% - 64px);margin:0 auto;position:relative}.abstract-heading{text-align:center;margin-bottom:38px}.abstract-heading>div>p{color:#555c69;letter-spacing:.13em;text-transform:uppercase;justify-content:center;align-items:center;gap:12px;margin:0 0 16px;font-size:.84rem;font-weight:750;display:flex}.abstract-heading>div>p>span{background:linear-gradient(90deg,#6673ca,#66a0a7);border-radius:999px;width:28px;height:2px}.abstract-heading h2{letter-spacing:-.055em;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(3.6rem,6vw,6rem);font-weight:400;line-height:.92}.abstract-card{-webkit-backdrop-filter:blur(16px);backdrop-filter:blur(16px);background:#ffffffd1;border:1px solid #2d34481c;border-radius:24px;padding:42px 48px 45px;position:relative;box-shadow:0 28px 76px #242b4511,inset 0 1px #fffffff2}.abstract-card:before{content:"";background:linear-gradient(#0000,#3039561c 14% 86%,#0000);width:1px;position:absolute;top:42px;bottom:45px;left:50%}.abstract-card>p{color:#3c424e;column-count:2;letter-spacing:.002em;text-align:left;column-gap:74px;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(1.03rem,1.17vw,1.17rem);line-height:1.72}.abstract-card mark{color:#3f4b92;-webkit-box-decoration-break:clone;box-decoration-break:clone;background:linear-gradient(#6673ca0a,#6673ca1c);border:1px solid #5563c12e;border-radius:6px;padding:1px 4px 2px;font-weight:650;box-shadow:0 4px 14px #4b59af0e}.abstract-card mark.abstract-adaptation{color:#386f76;background:linear-gradient(#49949d0b,#49949d21);border-color:#418b953d;box-shadow:0 4px 14px #3d7e870f}@media (max-width:820px){.abstract-section{min-height:0;padding:82px 0 92px}.abstract-shell{width:min(100% - 34px,680px)}.abstract-heading{margin-bottom:28px}.abstract-card{border-radius:18px;padding:30px 26px 33px}.abstract-card:before{display:none}.abstract-card>p{column-count:1;font-size:1rem;line-height:1.68}}.merge-module-section{color:#171a22;background:radial-gradient(circle at 83% 24%,#6673ca12,#0000 27%),radial-gradient(circle at 14% 78%,#46929c0e,#0000 25%),#fbfbfd;align-items:center;min-height:max(1120px,100svh);padding:86px 0 94px;display:flex;position:relative;overflow:hidden}.merge-module-section:before{opacity:.34;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:68px 68px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 81%);mask-image:radial-gradient(circle,#000,#0000 81%)}.merge-module-shell{z-index:1;width:min(1320px,100% - 64px);margin:0 auto;position:relative}.merge-module-heading{min-height:144px;padding-right:min(40vw,520px);position:relative}.merge-module-heading>p{color:#4b5260;letter-spacing:.12em;text-transform:uppercase;align-items:center;gap:12px;margin:0 0 14px;font-size:.9rem;font-weight:800;display:flex}.merge-module-heading>p>span{background:linear-gradient(90deg,#6673ca,#66a0a7);border-radius:999px;width:30px;height:2px}.merge-module-heading h2{letter-spacing:-.052em;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(2.7rem,4.7vw,4.9rem);font-weight:400;line-height:.98}.merge-module-heading>div{color:#59606d;width:min(470px,38vw);font-size:1.05rem;line-height:1.58;position:absolute;bottom:7px;right:0}.merge-architecture-stage{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffd4;border:1px solid #262d401c;border-radius:26px;padding:22px 24px 18px;box-shadow:0 30px 84px #1f263e12,inset 0 1px #fffffff5}.merge-architecture-legend{border-bottom:1px solid #272e4113;justify-content:flex-end;align-items:center;gap:9px;min-height:48px;padding-bottom:14px;display:flex}.merge-architecture-legend>span{color:#515866;letter-spacing:.07em;text-transform:uppercase;border:1px solid #2d354c1c;border-radius:999px;align-items:center;gap:8px;padding:8px 12px;font-size:.72rem;font-weight:750;display:inline-flex}.merge-architecture-legend>span>i{background:#7d8491;border-radius:50%;width:7px;height:7px}.merge-architecture-legend>span:first-child>i{background:#5b959c}.merge-architecture-legend>span:nth-child(2){color:#505da1;border-color:#5563c13b}.merge-architecture-legend>span:nth-child(2)>i{background:#6673ca;box-shadow:0 0 0 5px #6673ca13}.merge-architecture-flow{grid-template-columns:minmax(182px,.82fr) 28px minmax(420px,2.15fr) 28px minmax(182px,.82fr);align-items:stretch;gap:10px;min-height:430px;padding:18px 0 16px;display:grid}.merge-span-panel,.merge-surrogate-panel,.merge-module-panel{background:linear-gradient(150deg,#fffffff2,#f6f8fce6);border:1px solid #30395121;border-radius:19px;min-width:0;transition:border-color .42s,box-shadow .42s,transform .52s cubic-bezier(.22,1,.36,1);position:relative;box-shadow:0 14px 38px #252d480e}.merge-span-panel,.merge-surrogate-panel{flex-direction:column;justify-content:center;align-items:center;padding:20px 17px;display:flex}.merge-panel-title{justify-content:space-between;align-items:baseline;gap:10px;display:flex;position:absolute;top:17px;left:17px;right:17px}.merge-panel-title>strong{color:#343b48;letter-spacing:.08em;text-transform:uppercase;font-size:.84rem;font-weight:800}.merge-panel-title>span{color:#6f7684;white-space:nowrap;font-size:.68rem;font-weight:650}.merge-entity-tokens{justify-content:center;align-items:center;gap:7px;margin-top:30px;display:flex}.merge-entity-tokens>span{color:#315f65;background:#f7fdfcf2;border:1px solid #41899245;border-radius:11px;place-items:center;min-width:78px;height:46px;padding:0 10px;font-size:.94rem;font-weight:650;display:grid;box-shadow:0 7px 20px #3371790e}.merge-entity-tokens>b{color:#555d6a;font-size:.95rem}.merge-embedding-stack{grid-template-columns:minmax(0,1fr) auto;align-items:center;gap:9px 7px;width:100%;margin-top:28px;display:grid}.merge-embedding-stack>div,.merge-surrogate-vector{grid-template-columns:repeat(8,minmax(0,1fr));gap:2px;height:25px;display:grid}.merge-embedding-stack>div>i,.merge-surrogate-vector>i{background:linear-gradient(#77869b,#9aa5b3);border-radius:3px}.merge-embedding-stack>div:nth-of-type(2)>i,.merge-surrogate-vector>i{background:linear-gradient(#6673ca,#68a0a7)}.merge-embedding-stack>strong{color:#4d5667;font-size:.76rem;font-weight:600}.merge-span-panel>p{color:#646c79;letter-spacing:.07em;text-transform:uppercase;margin:24px 0 0;font-size:.72rem;font-weight:700}.merge-major-arrow{background:linear-gradient(90deg,#4c909947,#6673ca 70%,#6673ca47);align-self:center;width:100%;height:2px;display:block;position:relative}.merge-major-arrow:after{content:"";border-top:2px solid #6673ca;border-right:2px solid #6673ca;width:8px;height:8px;position:absolute;top:-4px;right:0;transform:rotate(45deg)}.merge-major-arrow>i{background:#6673ca;border-radius:50%;width:8px;height:8px;animation:2.4s ease-in-out infinite merge-arrow-travel;position:absolute;top:-3px;left:0;box-shadow:0 0 0 5px #6673ca12}.merge-module-panel{background:radial-gradient(circle at 50% 45%,#6673ca13,#0000 38%),linear-gradient(150deg,#fcfcfffa,#f4f9f9f0);border-color:#5362bf3b;grid-template-rows:52px 59px minmax(220px,1fr) 72px;min-height:0;padding:14px 16px 15px;display:grid}.merge-module-panel-heading{border-bottom:1px solid #49547c17;justify-content:space-between;align-items:center;gap:12px;display:flex}.merge-module-panel-heading>div{align-items:baseline;gap:10px;display:flex}.merge-module-panel-heading span{color:#4b5362;letter-spacing:.08em;text-transform:uppercase;font-size:.78rem;font-weight:800}.merge-module-panel-heading strong{color:#5360aa;font-size:1.45rem;font-weight:500}.merge-module-panel-heading>b{color:#5965ad;letter-spacing:.08em;text-transform:uppercase;background:#6673ca17;border-radius:999px;padding:5px 8px;font-size:.64rem;font-weight:800}.merge-token-processor{background:#f7fcfcd1;border:1px solid #458b952e;border-radius:11px;justify-content:center;align-items:center;gap:10px;margin:8px 0;transition:box-shadow .42s,transform .42s;display:flex}.merge-token-processor>span,.merge-concat-row span{color:#4c5968;font-size:.7rem;font-weight:750}.merge-token-processor>strong,.merge-concat-row strong{color:#4d599c;font-size:.98rem;font-weight:650}.merge-token-processor>em,.merge-concat-row em{color:#697280;font-size:.64rem;font-style:normal;font-weight:600}.merge-heads{gap:7px;min-height:0;padding:3px 0 7px;display:grid}.merge-head-row{background:#ffffffb8;border:1px solid #3943611a;border-radius:10px;grid-template-columns:72px minmax(0,1fr) 82px;align-items:center;gap:9px;min-width:0;padding:6px 8px;transition:border-color .36s,box-shadow .36s,transform .36s;display:grid}.merge-query-node,.merge-head-output{flex-direction:column;justify-content:center;align-items:center;display:flex}.merge-query-node>strong,.merge-head-output>strong{color:#5360a8;font-size:.95rem;font-weight:650}.merge-query-node>span,.merge-head-output>span{color:#747c89;margin-top:2px;font-size:.58rem;font-weight:650}.merge-head-attention{grid-template-columns:1fr 1fr;gap:7px;min-width:0;display:grid}.merge-head-attention>span{background:#f6f8fb;border:1px solid #4352841c;border-radius:7px;align-items:center;height:30px;padding:0 8px;display:flex;position:relative;overflow:hidden}.merge-head-attention>span>b{z-index:2;color:#414958;font-size:.62rem;font-weight:700;position:relative}.merge-head-attention>span>i{width:var(--attention-weight);transform-origin:0;background:linear-gradient(90deg,#6673ca1a,#4b919940);position:absolute;top:0;bottom:0;left:0}.merge-concat-row{border-top:1px solid #49547c17;grid-template-columns:minmax(0,.9fr) 34px minmax(0,1.1fr);align-items:center;gap:9px;min-width:0;padding-top:9px;display:grid}.merge-concat-row>div{background:#f8f9ffd6;border:1px solid #5362bf29;border-radius:10px;justify-content:center;align-items:center;gap:8px;min-width:0;height:48px;padding:0 10px;transition:border-color .36s,box-shadow .36s,transform .36s;display:flex}.merge-concat-row>div:last-child{flex-wrap:wrap;gap:0 8px}.merge-concat-row>i{background:linear-gradient(90deg,#6673ca,#66a0a7);height:2px;position:relative}.merge-concat-row>i:after{content:"";border-top:1px solid #60959c;border-right:1px solid #60959c;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.merge-surrogate-token{color:#39468b;background:linear-gradient(145deg,#eef2ff,#edf9f8);border:1px solid #5362bf52;border-radius:13px;place-items:center;width:100%;min-height:62px;margin-top:34px;padding:10px;font-size:1.08rem;font-weight:650;display:grid;box-shadow:0 9px 26px #42509e1a}.merge-surrogate-vector{width:100%;margin-top:24px}.merge-surrogate-symbol{color:#4d5791;margin-top:15px;font-size:.92rem;font-weight:650}.merge-frozen-dock{color:#4d5462;background:#f7f8fadb;border:1px solid #363f5824;border-radius:10px;justify-content:center;align-items:center;gap:8px;width:100%;min-height:44px;margin-top:24px;font-size:.75rem;font-weight:750;display:flex}.merge-frozen-dock>i{background:#9298a4;border-radius:50%;width:7px;height:7px}.merge-equation-ribbon{border-top:1px solid #272e4113;border-bottom:1px solid #272e4113;grid-template-columns:.78fr 1.4fr .8fr 1.25fr;gap:8px;padding:13px 0;display:grid}.merge-equation-ribbon>div{text-align:center;background:#f9fafcb8;border:1px solid #36405c1a;border-radius:11px;flex-direction:column;justify-content:center;align-items:center;min-width:0;min-height:69px;padding:9px 11px;transition:border-color .36s,box-shadow .36s,transform .36s;display:flex}.merge-equation-ribbon>div>span{color:#69717f;letter-spacing:.07em;text-transform:uppercase;font-size:.62rem;font-weight:800}.merge-equation-ribbon>div>strong{color:#424a5a;white-space:nowrap;margin-top:6px;font-size:clamp(.72rem,.9vw,.94rem);font-weight:600}.merge-equation-ribbon>div.active{border-color:#5362bf61;transform:translateY(-2px);box-shadow:0 9px 25px #4653a51a,0 0 0 4px #5362bf0b}.merge-equation-ribbon>div.active>span,.merge-equation-ribbon>div.active>strong{color:#46539c}.merge-implementation-note{color:#5b6370;justify-content:center;align-items:center;gap:9px;min-height:37px;font-size:.72rem;font-weight:600;display:flex}.merge-implementation-note>span{color:#5360a5;letter-spacing:.08em;text-transform:uppercase;font-size:.65rem;font-weight:800}.merge-module-explanation{border-top:1px solid #272e4113;grid-template-columns:142px minmax(0,1fr);align-items:center;gap:18px;min-height:72px;padding:10px 3px 0;display:grid}.merge-module-meter{align-items:center;gap:6px;display:flex}.merge-module-meter>button:not(.merge-module-play){cursor:pointer;background:#d7dae1;border:0;border-radius:999px;width:17px;height:3px;padding:0;transition:width .28s,background-color .28s}.merge-module-meter>button.complete{background:#6572c67a}.merge-module-meter>button.active{background:linear-gradient(90deg,#6572c6,#66a0a7);width:24px}.merge-module-play{color:#5663a8;cursor:pointer;letter-spacing:.08em;text-transform:uppercase;background:#ffffffdb;border:1px solid #5360ba38;border-radius:999px;margin-left:6px;padding:5px 9px;font-size:.6rem;font-weight:800}.merge-module-explanation>p{color:#20242d;margin:0;font-size:1.02rem;font-weight:600;line-height:1.4}.merge-module-explanation>p>span{color:#5966ad;letter-spacing:.08em;margin-right:12px;font-size:.84rem;font-weight:800}.merge-module-step-0 .merge-span-panel,.merge-module-step-1 .merge-module-panel,.merge-module-step-2 .merge-module-panel,.merge-module-step-3 .merge-surrogate-panel{border-color:#5362bf57;transform:translateY(-2px);box-shadow:0 18px 45px #3643811a,0 0 0 5px #5362bf0a}.merge-module-step-0 .merge-entity-tokens>span,.merge-module-step-0 .merge-embedding-stack>div{animation:2.2s ease-in-out infinite merge-component-breathe}.merge-module-step-1 .merge-token-processor{transform:translateY(-1px);box-shadow:0 8px 22px #3778801a}.merge-module-step-1 .merge-head-row{transition-delay:calc(var(--head-order) * 80ms);border-color:#5362bf3d;transform:translate(2px);box-shadow:0 7px 18px #42509e0f}.merge-module-step-1 .merge-head-attention>span>i{animation:2s ease-in-out infinite merge-attention-breathe;animation-delay:calc(var(--head-order) * .11s)}.merge-module-step-2 .merge-concat-row>div{border-color:#5362bf4f;transform:translateY(-2px);box-shadow:0 8px 22px #4653a514}.merge-module-step-3 .merge-surrogate-token,.merge-module-step-3 .merge-surrogate-vector,.merge-module-step-3 .merge-frozen-dock{animation:2.2s ease-in-out infinite merge-component-breathe}@keyframes merge-arrow-travel{0%,8%{opacity:0;left:0}18%{opacity:1}82%{opacity:1}to{opacity:0;left:calc(100% - 8px)}}@keyframes merge-component-breathe{0%,to{filter:brightness();transform:translateY(0)}50%{filter:brightness(1.025);transform:translateY(-2px)}}@keyframes merge-attention-breathe{0%,to{opacity:.72;filter:saturate(.9)}50%{opacity:1;filter:saturate(1.25)}}@media (max-width:980px){.merge-module-section{min-height:0;padding:78px 0 88px}.merge-module-shell{width:min(100% - 36px,780px)}.merge-module-heading{text-align:center;min-height:0;padding-right:0}.merge-module-heading>p{justify-content:center}.merge-module-heading>div{width:min(610px,100%);margin:22px auto 30px;position:static}.merge-architecture-legend{flex-wrap:wrap;justify-content:center}.merge-architecture-flow{grid-template-columns:1fr;gap:12px}.merge-major-arrow{justify-self:center;width:34px;transform:rotate(90deg)}.merge-span-panel,.merge-surrogate-panel{min-height:320px}.merge-module-panel{min-height:440px}.merge-equation-ribbon{grid-template-columns:1fr 1fr}.merge-module-explanation{grid-template-columns:118px minmax(0,1fr)}}@media (max-width:600px){.merge-architecture-stage{border-radius:18px;padding:16px 12px 14px}.merge-architecture-legend>span{padding:6px 8px;font-size:.58rem}.merge-module-panel{grid-template-rows:52px 68px minmax(240px,1fr) 118px;padding:12px 10px}.merge-token-processor{flex-wrap:wrap;gap:4px 8px;padding:7px}.merge-head-row{grid-template-columns:56px minmax(0,1fr) 62px;gap:5px;padding:5px}.merge-head-attention{gap:3px}.merge-head-attention>span{padding:0 4px}.merge-head-attention>span>b{font-size:.52rem}.merge-concat-row{grid-template-columns:1fr;gap:5px}.merge-concat-row>i{justify-self:center;width:28px;transform:rotate(90deg)}.merge-equation-ribbon{grid-template-columns:1fr}.merge-equation-ribbon>div>strong{white-space:normal}.merge-implementation-note{text-align:center;align-items:flex-start;padding:10px 4px;line-height:1.4}.merge-module-explanation{grid-template-columns:1fr;gap:9px;padding-top:14px}.merge-module-meter{justify-content:center}.merge-module-explanation>p{font-size:.9rem}}.merge-model-stage{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffdb;border:1px solid #262d401c;border-radius:28px;padding:20px 26px 18px;box-shadow:0 30px 84px #1f263e12,inset 0 1px #fffffffa}.merge-model-legend{border-bottom:1px solid #272e4113;justify-content:flex-end;align-items:center;gap:22px;min-height:44px;padding:0 4px 13px;display:flex}.merge-model-legend>span{color:#4f5664;letter-spacing:.055em;text-transform:uppercase;align-items:center;gap:9px;font-size:.78rem;font-weight:700;display:inline-flex}.merge-model-legend>span>i{background:#9298a4;border-radius:50%;width:8px;height:8px}.merge-model-legend>span:first-child>i{background:#5d969d}.merge-model-legend>span:nth-child(2){color:#4f5ca1}.merge-model-legend>span:nth-child(2)>i{background:#6673ca;box-shadow:0 0 0 5px #6673ca12}.merge-model-figure{grid-template-rows:92px 28px 390px 28px 102px;justify-items:center;min-height:640px;padding:8px 8px 6px;display:grid}.merge-model-output{justify-content:center;align-items:center;gap:18px;width:min(780px,74%);display:flex}.merge-output-copy{background:linear-gradient(145deg,#eff3fff5,#edfaf8f5);border:1px solid #5362bf4d;border-radius:15px;flex-direction:column;justify-content:center;align-items:center;min-width:210px;min-height:62px;padding:8px 20px;display:flex;box-shadow:0 11px 30px #45539e17}.merge-output-copy>span{color:#687181;letter-spacing:.04em;text-transform:uppercase;font-size:.76rem;font-weight:700}.merge-output-copy>strong{color:#354183;margin-top:4px;font-size:1.14rem;font-weight:650}.merge-model-vector{grid-template-columns:repeat(8,minmax(0,1fr));gap:3px;width:172px;height:31px;display:grid}.merge-model-vector>i{background:linear-gradient(#79869a,#a0aab7);border-radius:4px;box-shadow:inset 0 1px #ffffff52}.merge-output-vector>i{background:linear-gradient(#6572c7,#61a0a7)}.merge-model-llm{color:#3d4452;background:#f8f9fbf2;border:1px solid #333b5226;border-radius:14px;justify-content:center;align-items:center;gap:8px;min-width:177px;height:58px;display:flex}.merge-model-llm>i{background:#9197a2;border-radius:50%;width:8px;height:8px}.merge-model-llm>span{font-size:.92rem;font-weight:700}.merge-model-llm>strong{color:#555e70;font-size:1.18rem;font-weight:500}.merge-model-flow-arrow{background:linear-gradient(90deg,#6673ca,#5e969e,#6673ca) 0 0/220% 100%;flex:none;animation:3.8s linear infinite merge-model-flow;display:block;position:relative}.merge-model-flow-arrow.horizontal{width:42px;height:2px}.merge-model-flow-arrow.horizontal:after{content:"";border-top:2px solid #6175bb;border-right:2px solid #6175bb;width:8px;height:8px;position:absolute;top:-4px;right:0;transform:rotate(45deg)}.merge-model-flow-arrow.upward{background:linear-gradient(#6673ca,#5e969e,#6673ca) 0 0/100% 220%;width:2px;height:100%}.merge-model-flow-arrow.upward:after{content:"";border-top:2px solid #6175bb;border-left:2px solid #6175bb;width:8px;height:8px;position:absolute;top:0;left:-4px;transform:rotate(45deg)}.merge-model-chassis{background:radial-gradient(circle at 50% 46%,#6673ca16,#0000 42%),linear-gradient(145deg,#fdfdfffa,#f2f8f9f5);border:1.5px solid #49569d61;border-radius:30px;width:min(900px,88%);height:390px;padding:0 22px 18px;position:relative;overflow:visible;box-shadow:0 24px 60px #34417d1a,inset 0 1px #fffffffa}.merge-model-chassis:before,.merge-model-chassis:after{content:"";border:1px solid #5362bf2e;width:10px;position:absolute;top:76px;bottom:20px}.merge-model-chassis:before{border-right:0;border-radius:8px 0 0 8px;left:-7px}.merge-model-chassis:after{border-left:0;border-radius:0 8px 8px 0;right:-7px}.merge-chassis-heading{border-bottom:1px solid #424d731a;grid-template-columns:1fr auto 1fr;align-items:center;gap:14px;height:62px;display:grid}.merge-chassis-heading>div{align-items:baseline;gap:11px;display:flex}.merge-chassis-heading>div>span{color:#343b49;letter-spacing:.075em;text-transform:uppercase;font-size:1rem;font-weight:800}.merge-chassis-heading>div>strong{color:#5260ad;font-size:1.72rem;font-weight:500}.merge-chassis-heading>p{color:#69717f;margin:0;font-size:.82rem;font-weight:600}.merge-chassis-heading>b{color:#5965ad;letter-spacing:.08em;text-transform:uppercase;background:#6673ca17;border-radius:999px;justify-self:end;padding:6px 10px;font-size:.7rem;font-weight:800}.merge-module-stack{grid-template-rows:58px 45px 151px 55px;grid-template-areas:"projection""concat""attention""kv";justify-items:center;height:309px;display:grid}.merge-output-projection,.merge-kv-projection{background:#f8f9ffe6;border:1px solid #5362bf33;border-radius:12px;justify-content:center;align-items:center;gap:12px;width:min(550px,72%);transition:transform .42s,box-shadow .42s,border-color .42s;display:flex}.merge-output-projection{grid-area:projection;align-self:center;height:45px}.merge-output-projection>span,.merge-kv-projection span{color:#3f4858;font-size:.88rem;font-weight:700}.merge-output-projection>strong,.merge-kv-projection strong{color:#4e5aa2;font-size:1.18rem;font-weight:650}.merge-output-projection>em,.merge-kv-projection>em{color:#697281;font-size:.76rem;font-style:normal;font-weight:600}.merge-concat-bus{color:#454e5e;border-top:2px solid #5665b861;grid-area:concat;justify-content:center;align-self:center;align-items:center;gap:16px;width:min(690px,86%);height:34px;display:flex;position:relative}.merge-concat-bus:before,.merge-concat-bus:after{content:"";background:#5665b861;width:2px;height:9px;position:absolute;top:-8px}.merge-concat-bus:before{left:0}.merge-concat-bus:after{right:0}.merge-concat-bus>span{color:#6c7481;letter-spacing:.06em;text-transform:uppercase;font-size:.75rem;font-weight:700}.merge-concat-bus>strong{color:#4b579b;font-size:1rem;font-weight:650}.merge-attention-chamber{grid-area:attention;grid-template-columns:105px minmax(0,1fr);gap:14px;width:min(760px,94%);min-width:0;display:grid;position:relative}.merge-query-source{border-right:1px solid #5362bf29;flex-direction:column;justify-content:center;align-items:center;display:flex;position:relative}.merge-query-source>span{color:#6a7280;letter-spacing:.06em;text-transform:uppercase;font-size:.72rem;font-weight:700}.merge-query-source>strong{color:#4f5daa;margin-top:3px;font-size:2.05rem;font-weight:500}.merge-query-source>i{background:linear-gradient(90deg,#6673ca,#69a0a6);width:30px;height:2px;position:absolute;right:-15px}.merge-query-source>i:after{content:"";border-top:1px solid #639099;border-right:1px solid #639099;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.merge-attention-bank{background-color:#ffffff9e;background-image:linear-gradient(90deg,#6673ca09 1px,#0000 1px),linear-gradient(#6673ca09 1px,#0000 1px),none;background-position:0 0,0 0,0 0;background-repeat:repeat,repeat,repeat;background-size:34px 34px;background-attachment:scroll,scroll,scroll;background-origin:padding-box,padding-box,padding-box;background-clip:border-box,border-box,border-box;border:1px solid #3e496e1f;border-radius:18px;min-width:0;padding:26px 12px 5px;position:relative;box-shadow:inset 0 1px #ffffffe6}.merge-bank-title{justify-content:space-between;align-items:center;display:flex;position:absolute;top:7px;left:13px;right:13px}.merge-bank-title>span{color:#3e4757;letter-spacing:.06em;text-transform:uppercase;font-size:.78rem;font-weight:800}.merge-bank-title>em{color:#7a818e;font-size:.7rem;font-style:normal;font-weight:600}.merge-head-fan{grid-template-columns:repeat(4,minmax(0,1fr));gap:14px;height:114px;display:grid;position:relative}.merge-head-fan:before{content:"";background:linear-gradient(90deg,#0000,#5968b861,#0000);height:1px;position:absolute;bottom:17px;left:5%;right:5%}.merge-model-head{grid-template-rows:21px 70px 23px;place-items:center;transition:transform .42s,filter .42s;display:grid;position:relative}.merge-head-result,.merge-head-query{z-index:3;color:#4e5aa1;background:#f7f8ff;border:1px solid #5362bf40;border-radius:8px;place-items:center;width:35px;height:22px;font-size:.87rem;font-weight:700;display:grid;position:relative}.merge-head-query{background:#eef1ff;border-color:#5362bf52}.merge-head-plane{background:linear-gradient(145deg,#f8f9ffe0,#eaf5f6c7);border:1px solid #5463b64d;border-radius:12px;width:min(112px,95%);height:64px;position:relative;transform:perspective(300px)rotateY(-8deg)skewY(-1.5deg);box-shadow:8px 7px #6673ca0b,15px 13px #54919906}.merge-head-plane:before,.merge-head-plane:after{content:"";background:#f5f7ff;border:1px solid #5362bf45;border-radius:4px;width:13px;height:13px;position:absolute}.merge-head-plane:before{top:9px;left:10px}.merge-head-plane:after{background:#f0f8f8;top:9px;right:10px}.merge-head-plane>b{color:#4d5666;text-align:center;font-size:.7rem;font-weight:700;position:absolute;bottom:7px;left:0;right:0}.merge-head-token{z-index:2;color:#fff;border-radius:50%;place-items:center;width:18px;height:18px;font-size:.58rem;font-weight:800;display:grid;position:absolute;top:31px;box-shadow:0 0 0 4px #6673ca0e}.merge-head-token.first{opacity:var(--language-weight);background:#6673ca;left:28px}.merge-head-token.second{opacity:var(--model-weight);background:#5f9ba2;right:28px}.merge-head-thread{z-index:1;transform-origin:0;background:#5765b27a;width:47px;height:1px;position:absolute;top:20px}.merge-head-thread.first{left:18px;transform:rotate(28deg)}.merge-head-thread.second{transform-origin:100%;background:#4d8f977a;right:18px;transform:rotate(152deg)}.merge-kv-projection{grid-area:kv;align-self:end;width:min(610px,78%);height:43px}.merge-kv-projection>div{align-items:center;gap:10px;display:flex}.merge-model-input{background:#fbfdfdf0;border:1px solid #42547024;border-radius:17px;grid-template-columns:176px 1fr 1fr;align-items:center;gap:16px;width:min(720px,76%);height:88px;padding:10px 18px;display:grid;box-shadow:0 12px 34px #2c3d4e11}.merge-input-title{border-right:1px solid #3a47621a;flex-direction:column;justify-content:center;padding-right:16px;display:flex}.merge-input-title>span{color:#64707e;letter-spacing:.07em;text-transform:uppercase;font-size:.72rem;font-weight:750}.merge-input-title>strong{color:#303846;margin-top:5px;font-size:.92rem;font-weight:700}.merge-input-token{grid-template-columns:72px minmax(90px,1fr);align-items:center;gap:7px 10px;min-width:0;display:grid}.merge-input-token>b{color:#315f65;font-size:1rem;font-weight:650}.merge-input-token>.merge-model-vector{width:100%;height:25px}.merge-input-token>span:last-child{color:#636c79;grid-column:1/-1;font-size:.72rem;font-weight:600}.merge-formula-line{color:#3f4756;text-align:center;border-top:1px solid #272e4113;border-bottom:1px solid #272e4113;min-height:96px;padding:24px 18px;display:block;overflow-x:auto}.merge-formula-katex .katex-display{margin:0;display:block}.merge-formula-katex .katex-mathml{display:block}.merge-formula-katex math{color:#303744;font-size:clamp(.93rem,1.25vw,1.16rem)}.merge-formula-line>span{color:#5662a5;letter-spacing:.075em;text-transform:uppercase;font-size:.72rem;font-weight:800}.merge-formula-line>strong{white-space:nowrap;font-size:clamp(.88rem,1.12vw,1.08rem);font-weight:600}.merge-formula-line>i{background:#353f5a24;width:1px;height:30px}.merge-model-step-0,.merge-model-step-1,.merge-model-step-2,.merge-model-step-3{transition:filter .42s}.merge-module-step-0 .merge-model-input,.merge-module-step-0 .merge-kv-projection{border-color:#49909961;animation:2.4s ease-in-out infinite merge-model-breathe;box-shadow:0 11px 30px #4081891c,0 0 0 5px #49909909}.merge-module-step-1 .merge-attention-bank,.merge-module-step-1 .merge-query-source{filter:saturate(1.18)}.merge-module-step-1 .merge-model-head{animation:2.3s ease-in-out infinite merge-head-rise;animation-delay:calc(var(--head-index) * .12s)}.merge-module-step-2 .merge-concat-bus,.merge-module-step-2 .merge-output-projection{border-color:#5362bf66;transform:translateY(-2px);box-shadow:0 9px 25px #4653a51a}.merge-module-step-3 .merge-model-output{animation:2.4s ease-in-out infinite merge-model-breathe}@keyframes merge-model-flow{0%{background-position:100%}to{background-position:-100%}}@keyframes merge-model-breathe{0%,to{filter:brightness();transform:translateY(0)}50%{filter:brightness(1.025);transform:translateY(-2px)}}@keyframes merge-head-rise{0%,to{filter:saturate();transform:translateY(0)}50%{filter:saturate(1.22);transform:translateY(-3px)}}@media (max-width:980px){.merge-model-stage{padding:18px 15px}.merge-model-figure{grid-template-rows:88px 26px 374px 26px 104px;min-height:618px;padding-inline:0}.merge-model-output,.merge-model-input,.merge-model-chassis{width:96%}.merge-model-output{gap:10px}.merge-output-vector{width:120px}.merge-model-chassis{height:374px;padding-inline:14px}.merge-chassis-heading{grid-template-columns:1fr auto}.merge-chassis-heading>p{display:none}.merge-module-stack{height:309px}.merge-formula-line{flex-direction:column;align-items:center;gap:8px}.merge-formula-line>i{width:60%;height:1px}}@media (max-width:700px){.merge-model-legend{flex-wrap:wrap;justify-content:center;gap:10px}.merge-model-legend>span{font-size:.64rem}.merge-model-figure{grid-template-rows:178px 28px 500px 28px 196px;min-height:930px}.merge-model-output{flex-wrap:wrap;width:100%}.merge-output-copy{min-width:190px}.merge-output-vector{width:130px}.merge-model-llm{min-width:190px}.merge-model-chassis{border-radius:22px;width:100%;height:500px;padding:0 10px 14px}.merge-chassis-heading{height:70px}.merge-chassis-heading>div>span{font-size:.78rem}.merge-chassis-heading>div>strong{font-size:1.4rem}.merge-module-stack{grid-template-rows:62px 48px 235px 69px;height:414px}.merge-output-projection,.merge-kv-projection{flex-wrap:wrap;gap:5px 10px;width:96%;padding:6px}.merge-attention-chamber{grid-template-columns:64px minmax(0,1fr);gap:7px;width:100%}.merge-query-source>strong{font-size:1.55rem}.merge-bank-title>em{display:none}.merge-head-fan{grid-template-columns:1fr 1fr;gap:4px 10px;height:184px}.merge-model-head{grid-template-rows:18px 54px 18px}.merge-head-plane{height:49px}.merge-model-input{grid-template-columns:1fr;gap:10px;width:100%;height:184px}.merge-input-title{border-bottom:1px solid #3a47621a;border-right:0;padding:0 0 8px}.merge-formula-line>strong{white-space:normal}}.merge-module-heading{min-height:122px;padding-right:0}.merge-module-heading>p{color:#454b57;letter-spacing:.11em;gap:14px;margin-bottom:12px;font-size:1.04rem;font-weight:700}.merge-module-heading>p>span{color:#6673ca;letter-spacing:0;background:0 0;border:1px solid #5360ba38;border-radius:50%;place-items:center;width:42px;height:42px;font-size:.86rem;display:grid}.merge-module-heading h2{letter-spacing:-.035em;font-size:clamp(2.1rem,3.2vw,3.35rem);line-height:.98}.merge-model-flow-arrow.downward{background:linear-gradient(#6673ca,#5e969e,#6673ca) 0 0/100% 220%;width:2px;height:100%}.merge-model-flow-arrow.downward:after{content:"";border-bottom:2px solid #6175bb;border-right:2px solid #6175bb;width:8px;height:8px;position:absolute;bottom:0;right:-4px;transform:rotate(45deg)}.merge-module-stack{grid-template-rows:55px 151px 45px 58px;grid-template-areas:"kv""attention""concat""projection"}.merge-kv-projection{align-self:start}.merge-output-projection{align-self:end}.merge-attention-chamber{grid-template-columns:minmax(0,1fr);gap:0;width:min(720px,90%)}.merge-attention-bank{background-color:#ffffff9e;background-image:linear-gradient(90deg,#6673ca07 1px,#0000 1px),none;background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:42px 100%;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;padding:28px 18px 7px}.merge-bank-title{top:8px;left:18px;right:18px}.merge-bank-title>em{color:#5965a6;font-size:.74rem;font-weight:650}.merge-head-fan{gap:0;height:111px}.merge-head-fan:before{display:none}.merge-model-head{grid-template-rows:22px 7px 53px 7px 22px;position:relative}.merge-model-head:not(:last-child):after{content:"";background:linear-gradient(#0000,#4652771c,#0000);width:1px;position:absolute;top:9px;bottom:9px;right:0}.merge-head-query,.merge-head-result{border-radius:8px;width:39px;height:23px;font-size:.9rem}.merge-head-stem{background:linear-gradient(#6976bf,#68a0a7);width:1px;height:100%}.merge-head-mixer{background:linear-gradient(145deg,#f7f9fff5,#edf8f8e6);border:1px solid #5362bf40;border-radius:13px;grid-template-columns:28px minmax(0,1fr) 28px;align-items:center;gap:5px;width:min(128px,82%);height:49px;padding:0 9px;display:grid;box-shadow:5px 6px #6371c309}.merge-head-mixer>span{color:#fff;width:24px;height:24px;opacity:var(--token-weight);border-radius:50%;justify-self:center;place-items:center;font-size:.65rem;font-weight:800;display:grid}.merge-head-mixer>span.first{background:#6673ca}.merge-head-mixer>span.second{background:#5f9ba2}.merge-head-mixer>b{color:#424b5b;white-space:nowrap;font-size:.72rem;font-weight:700}.merge-module-step-1 .merge-head-mixer{border-color:#5362bf70;box-shadow:0 8px 20px #45539e17}@media (max-width:700px){.merge-module-heading>p{gap:9px;font-size:.72rem}.merge-module-heading>p>span{width:34px;height:34px;font-size:.66rem}.merge-module-heading h2{font-size:clamp(1.65rem,6.4vw,2.3rem)}.merge-attention-chamber{grid-template-columns:minmax(0,1fr);width:100%}.merge-bank-title>em{font-size:.62rem;display:block}.merge-head-fan{height:184px}.merge-model-head{grid-template-rows:18px 5px 46px 5px 18px}.merge-head-mixer{grid-template-columns:24px minmax(0,1fr) 24px;width:min(116px,92%);height:42px;padding-inline:5px}.merge-head-mixer>b{font-size:.64rem}}.training-story{color:#151821;background:#fbfbfd;height:260svh;position:relative}.mining-story-section,.distillation-story-section,.inference-story-section{height:100svh}.training-sticky{background:radial-gradient(circle at 76% 26%,#6c76d611,#0000 30%),radial-gradient(circle at 18% 72%,#4c9ca70d,#0000 28%),#fbfbfd;height:100svh;min-height:0;position:sticky;top:0;overflow:hidden}.training-sticky:before{opacity:.38;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:64px 64px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 77%);mask-image:radial-gradient(circle,#000,#0000 77%)}.training-shell{z-index:1;flex-direction:column;width:min(1240px,100% - 64px);height:100%;margin:0 auto;padding:54px 0 36px;display:flex;position:relative}.training-heading{flex:0 0 135px;height:135px;position:relative}.heading-copy{width:100%;transition:opacity .12s linear;position:absolute;top:0;left:0}.heading-copy>p{color:#737987;letter-spacing:.17em;text-transform:uppercase;align-items:center;gap:12px;margin:0 0 15px;font-size:.82rem;font-weight:650;display:flex}.heading-copy>p span{width:34px;height:34px;color:var(--accent);letter-spacing:0;border:1px solid #5360ba38;border-radius:50%;place-items:center;font-size:.68rem;display:grid}.heading-copy h2{letter-spacing:-.045em;white-space:nowrap;max-width:100%;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(2.2rem,4.2vw,4.35rem);font-weight:400;line-height:.98}.distill-heading h2{white-space:normal;max-width:62%}.mining-heading h2,.distill-heading h2,.inference-heading h2{letter-spacing:-.035em;font-size:clamp(2.1rem,3.2vw,3.35rem)}.mining-heading>p,.distill-heading>p,.inference-heading>p{color:#454b57;letter-spacing:.11em;gap:14px;margin-bottom:12px;font-size:1.04rem;font-weight:700}.mining-heading>p span,.distill-heading>p span,.inference-heading>p span{width:42px;height:42px;font-size:.86rem}.heading-copy>div{color:#6f7480;width:min(440px,38vw);font-size:.86rem;line-height:1.65;position:absolute;bottom:2px;right:0}.training-stage{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#fffc;border:1px solid #1b202d1a;border-radius:26px;flex:1;min-height:0;position:relative;overflow:hidden;box-shadow:0 28px 80px #1d233911,inset 0 1px #ffffffeb}.training-stage:after{border-radius:inherit;content:"";pointer-events:none;position:absolute;inset:0;box-shadow:inset 0 0 100px #5660b206}.training-scene{transition:opacity .1s linear;position:absolute;inset:0}.corpus-meta{z-index:5;color:#747986;letter-spacing:.13em;text-transform:uppercase;justify-content:center;align-items:center;font-size:.67rem;display:flex;position:absolute;top:27px;left:30px;right:30px}.corpus-meta strong{color:#535a68;font-size:inherit;align-items:center;gap:8px;margin-left:0;font-weight:600;display:inline-flex}.corpus-meta strong i{background:#6673ca;border-radius:50%;width:6px;height:6px;animation:1.45s ease-out infinite trainable-pulse;box-shadow:0 0 #6673ca40}.corpus-meta b{color:var(--accent);letter-spacing:.1em;border:1px solid #5360ba3d;border-radius:999px;margin-left:16px;padding:8px 11px;font-size:.58rem;font-weight:650}.corpus-window{place-items:center;display:grid;position:absolute;inset:73px 22px 144px}.corpus-page{background-color:#ffffffb3;background-image:linear-gradient(90deg,#606cc009 1px,#0000 1px),none;background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:26px 100%;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;border:1px solid #282e3f13;border-radius:17px;flex-direction:column;justify-content:center;width:min(1040px,96%);min-height:100%;padding:26px 34px 24px;display:flex;position:relative;box-shadow:0 18px 55px #242b460b}.corpus-copy{column-count:2;column-rule:1px solid #2d344912;column-gap:42px}@media (max-width:820px){.corpus-copy{column-count:1;column-rule:0}}.corpus-page p{color:#323743a3;letter-spacing:.006em;text-align:left;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(.94rem,1.22vw,1.08rem);line-height:1.66}.corpus-page p+p{margin-top:15px}.corpus-page mark{--hit-color:91, 103, 196;color:inherit;-webkit-box-decoration-break:clone;box-decoration-break:clone;background:0 0;border:1px solid #0000;border-radius:5px;padding:1px 3px;transition:border-color .22s,background-color .22s,box-shadow .22s,color .22s;position:relative}.corpus-page mark[data-size="3"]{--hit-color:69, 141, 151}.corpus-page mark[data-size="4"]{--hit-color:154, 114, 167}.mining-scene[data-scan-stage="0"] .corpus-page mark[data-size="2"],.mining-scene[data-scan-stage="1"] .corpus-page mark[data-size="2"],.mining-scene[data-scan-stage="1"] .corpus-page mark[data-size="3"],.mining-scene[data-scan-stage="2"] .corpus-page mark{border-color:rgba(var(--hit-color), .2);background:rgba(var(--hit-color), .065);color:#3f4555;animation:.56s ease-out both discover-ngram;animation-delay:calc(var(--hit-order) * 28ms)}.rule-crystals{z-index:6;display:block;position:absolute;bottom:22px;left:30px;right:30px}.rule-crystals>p{color:#5e6574;letter-spacing:.1em;text-transform:uppercase;justify-content:center;align-items:baseline;gap:5px;width:auto;margin:0 0 8px;font-size:.72rem;font-weight:600;line-height:1.45;display:flex}.rule-crystals>p span{color:#858b98;letter-spacing:.07em;margin:0;font-size:.58rem;display:inline}.rule-crystals>p b{color:var(--accent);letter-spacing:0;text-transform:none;margin-left:0;font-family:Iowan Old Style,serif;font-size:1.34rem;font-weight:400}.rule-grid{grid-template-columns:repeat(3,minmax(0,1fr));gap:10px;display:grid}.rule-grid>div{text-align:center;opacity:.38;background:#ffffffc7;border:1px solid #46508b1f;border-radius:15px;flex-direction:column;justify-content:center;align-items:center;height:76px;padding:11px 18px 17px;transition:opacity .36s,transform .36s,border-color .36s,box-shadow .36s;display:flex;position:relative;transform:translateY(0);box-shadow:0 10px 30px #2a31540b}.rule-grid>div.active{opacity:1;border-color:#5360ba40;transform:translateY(-2px);box-shadow:0 14px 34px #2a31541a}.rule-grid>div span{color:#858a96;letter-spacing:.14em;text-transform:uppercase;margin-bottom:8px;font-size:.57rem;font-weight:650;display:block}.rule-grid>div strong{text-overflow:clip;white-space:nowrap;font-family:Iowan Old Style,Baskerville,serif;font-size:clamp(.98rem,1.35vw,1.16rem);font-weight:400;display:block;overflow:hidden}.rule-grid>div i{background:linear-gradient(90deg,#6673ca26,#6673cad1,#6673ca26);border-radius:99px;width:74%;height:2px;position:absolute;bottom:11px;left:50%;right:auto;transform:translate(-50%)}.rule-grid>div[data-size="3"] i{background:linear-gradient(90deg,#458d9726,#458d97d1,#458d9726);width:64%}.rule-grid>div[data-size="4"] i{background:linear-gradient(90deg,#9a72a726,#9a72a7d1,#9a72a726);width:56%}.distillation-scene{padding:25px 30px 22px}.training-state{z-index:8;justify-content:flex-end;gap:10px;display:flex;position:relative}.training-state>span{color:#656b78;letter-spacing:.08em;text-transform:uppercase;background:#ffffffbd;border:1px solid #232a3c1a;border-radius:999px;align-items:center;gap:8px;padding:8px 12px;font-size:.61rem;font-weight:600;display:inline-flex}.training-state i{background:#8f95a1;border-radius:50%;width:6px;height:6px}.training-state .trainable-state{color:#555f9e;border-color:#5563c133}.training-state .trainable-state i{background:#6673ca;animation:2s ease-out infinite trainable-pulse;box-shadow:0 0 #6673ca38}.sequence-example{z-index:4;flex-direction:column;padding-top:43px;transition:opacity .14s linear,transform .14s linear;display:flex;position:absolute;inset:24px 30px 21px}.example-heading{align-items:end;min-height:52px;margin-bottom:10px;display:flex}.example-heading>span{color:#5e69aa;letter-spacing:.12em;text-transform:uppercase;background:#5865c114;border-radius:6px;padding:5px 8px;font-size:.57rem;font-weight:650}.example-heading p{align-items:baseline;gap:10px;margin:0 0 0 12px;display:flex}.example-heading strong{font-family:Iowan Old Style,Baskerville,serif;font-size:1.25rem;font-weight:400}.example-heading em{color:#8a8f99;font-size:.63rem;font-style:normal}.sequence-grid{--label-width:106px;grid-template-columns:var(--label-width) repeat(7, minmax(0, 1fr));grid-template-rows:66px 102px 66px;align-items:center;gap:16px 9px;min-height:278px;display:grid;position:relative}.sequence-grid:before,.sequence-grid:after{right:0;left:var(--label-width);content:"";background:linear-gradient(90deg,#1f253509,#1f253518,#1f253509);height:1px;position:absolute}.sequence-grid:before{top:66px}.sequence-grid:after{bottom:66px}.track-label{align-self:center;line-height:1.25}.track-label strong,.track-label span{display:block}.track-label strong{color:#414754;letter-spacing:.09em;text-transform:uppercase;font-size:.68rem;font-weight:650}.track-label span{color:#9599a2;margin-top:5px;font-size:.6rem}.track-label.merge-label strong{color:#5965ab}.sequence-token{z-index:4;color:#363c49;text-align:center;background:#ffffffe0;border:1px solid #1f26391c;border-radius:11px;justify-content:center;align-items:center;min-width:0;height:52px;padding:0 7px;font-family:Iowan Old Style,Baskerville,serif;font-size:clamp(.73rem,1vw,.94rem);display:flex;position:relative;box-shadow:0 5px 18px #1c233d09}.sequence-token>span{text-overflow:ellipsis;white-space:nowrap;overflow:hidden}.sequence-token small{color:#9b9faa;font-family:Inter,sans-serif;font-size:.46rem;position:absolute;bottom:4px;right:6px}.sequence-token.span-token{color:#4b568f;background:linear-gradient(150deg,#f4f5fdfa,#ffffffe6);border-color:#5563c13b}.sequence-token.unchanged-token{opacity:.58}.sequence-token.surrogate-token{color:#3d498c;background:linear-gradient(145deg,#eff2fffa,#f0f9f9f0);border-color:#5263c559;min-width:0;box-shadow:0 9px 25px #4653a51a,inset 0 1px #ffffffe6}.merge-motion{z-index:5;justify-content:space-between;align-items:center;min-width:0;height:88px;padding:0 8px;display:flex;position:relative}.merge-motion:before{content:"";background:linear-gradient(90deg,#5262c30f,#5262c361,#4f969f42);height:1px;position:absolute;top:50%;left:9%;right:9%}.span-embeddings{z-index:2;display:flex}.span-embeddings i{color:#7880a9;text-overflow:clip;white-space:nowrap;background:#ffffffeb;border:1px solid #5360ba2e;border-radius:50%;place-items:center;width:32px;height:32px;margin-left:-8px;font-family:Iowan Old Style,serif;font-size:.48rem;font-style:normal;animation:2.8s ease-in-out infinite embedding-breathe;display:grid;overflow:hidden}.span-embeddings i:first-child{margin-left:0}.merge-orb{z-index:3;background:radial-gradient(circle at 35% 30%,#fffffff5,#e5e9fcf0 46%,#daefefe6);border:1px solid #4c5bbc59;border-radius:50%;place-items:center;width:61px;height:61px;display:grid;position:absolute;top:50%;left:54%;transform:translate(-50%,-50%);box-shadow:0 0 0 8px #5b67c409,0 10px 32px #414e9b26}.merge-orb:before{content:"";border:1px dashed #5362c242;border-radius:50%;animation:8s linear infinite orbit;position:absolute;inset:-8px}.merge-orb b{color:#4b579b;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400}.merge-orb span{color:#7079ad;letter-spacing:.1em;text-transform:uppercase;font-size:.48rem;font-weight:650;position:absolute;top:calc(100% + 12px)}.surrogate-seed{z-index:2;color:#517f86;background:#f4fcfceb;border:1px solid #4b8e973d;border-radius:12px;place-items:center;width:42px;height:42px;font-family:Iowan Old Style,serif;font-size:.75rem;display:grid;box-shadow:0 8px 22px #3d798014}.collapsed-position{z-index:2;color:#a8acb5;place-items:center;height:52px;display:grid;position:relative}.collapsed-position span{background:#c8cbd2;border-radius:50%;width:5px;height:5px}.collapsed-position small{letter-spacing:.04em;font-size:.45rem;position:absolute;bottom:0}.token-alignment-area{z-index:7;top:49px;bottom:48px;right:0;left:var(--label-width);pointer-events:none;position:absolute}.alignment-thread{background:linear-gradient(#0000 4%,#5663be85 30%,#54939b73 72%,#0000 96%);width:1px;transition:left .42s cubic-bezier(.22,1,.36,1);position:absolute;top:0;bottom:0;transform:translate(-50%);box-shadow:0 0 16px #5262c133}.alignment-thread:before,.alignment-thread:after{content:"";background:#fff;border:1px solid #4f5fbe6b;border-radius:50%;width:7px;height:7px;position:absolute;left:50%;transform:translate(-50%)}.alignment-thread:before{top:8px}.alignment-thread:after{border-color:#488b936b;bottom:8px}.alignment-thread i{background:#6975c9;border-radius:50%;width:5px;height:5px;animation:1.8s ease-in-out infinite alignment-flow;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%);box-shadow:0 0 0 6px #6775c914}.distillation-footer{border-top:1px solid #1e243314;grid-template-columns:1fr .8fr 1.5fr;align-items:center;gap:22px;min-height:83px;margin-top:auto;padding-top:15px;display:grid}.unchanged-note{color:#8b909a;align-items:center;gap:8px;margin:0;font-size:.58rem;line-height:1.5;display:flex}.unchanged-note span{background:#b8bbc2;width:16px;height:1px}.loss-readout span,.loss-readout strong{display:block}.loss-readout span{color:#7b8190;letter-spacing:.1em;text-transform:uppercase;margin-bottom:7px;font-size:.54rem;font-weight:650}.loss-readout strong{color:#4f588b;font-family:Iowan Old Style,serif;font-size:.85rem;font-weight:400}.distribution-match{gap:8px;display:grid}.distribution-row{grid-template-columns:48px 1fr 76px;align-items:center;gap:10px;height:29px;display:grid}.distribution-row>span{color:#626875;font-size:.58rem;font-weight:600}.distribution-row>small{color:#9a9ea7;font-size:.5rem}.probability-bars{border-bottom:1px solid #242a3b1a;align-items:end;gap:4px;height:28px;padding:0 6px;display:flex}.probability-bars i{background:#474f6559;border-radius:2px 2px 0 0;width:20%;min-height:3px;transition:height .24s;display:block}.student-distribution .probability-bars i{background:linear-gradient(#6673ca,#69a2a9)}.distillation-story-section .distillation-scene{padding:22px 26px 20px}.distill-demo{z-index:5;flex-direction:column;height:100%;min-height:0;display:flex;position:relative}.demo-legend{justify-content:flex-end;align-items:center;gap:8px;min-height:38px;display:flex}.demo-legend>span{color:#686e7b;letter-spacing:.07em;text-transform:uppercase;background:#ffffffc7;border:1px solid #232a3c1a;border-radius:999px;align-items:center;gap:7px;padding:7px 10px;font-size:.55rem;font-weight:650;display:inline-flex}.demo-legend>span>i{background:#969ba6;border-radius:50%;width:6px;height:6px}.demo-legend>span>b{color:#858a95;font-size:.48rem;font-weight:600}.demo-legend .demo-rule-state{color:#557f84;border-color:#4d8c952e}.demo-legend .demo-rule-state>i{background:#57919a}.demo-legend .demo-frozen-state{color:#4e5563}.demo-legend .demo-trainable-state{color:#5561a2;border-color:#5563c13d}.demo-legend .demo-trainable-state>i{background:#6673ca;animation:1.8s ease-out infinite trainable-pulse;box-shadow:0 0 #6673ca38}.demo-canvas{flex:1;min-height:0;position:relative}.teacher-baseline{z-index:3;opacity:0;pointer-events:none;grid-template-rows:72px 31px minmax(190px,1fr) 31px 94px;grid-template-columns:142px repeat(7,minmax(0,1fr));align-items:center;gap:7px 10px;transition:opacity .52s,transform .65s cubic-bezier(.22,1,.36,1);display:grid;position:absolute;inset:8px 0 6px;transform:translateY(14px)scale(.99)}.distill-step-0 .teacher-baseline{opacity:1;pointer-events:auto;transform:translateY(0)scale(1)}.distill-step-0 .demo-single-sequence{opacity:0;pointer-events:none;transform:translateY(18px)scale(.985)}.distill-step-0 .demo-rule-state,.distill-step-0 .demo-trainable-state{opacity:.2}.distill-step-0 .demo-frozen-state{border-color:#48506740;transform:translateY(-1px);box-shadow:0 8px 22px #282f4312}.teacher-baseline-label strong,.teacher-baseline-label span{display:block}.teacher-baseline-label strong{color:#3f4653;letter-spacing:.08em;text-transform:uppercase;font-size:.86rem;font-weight:750}.teacher-baseline-label span{color:#9297a2;margin-top:6px;font-size:.57rem;line-height:1.35}.teacher-input-token{border-color:#32394b26;height:62px;font-size:clamp(.84rem,1.05vw,1.08rem)}.teacher-input-token small{color:#858b98;font-size:.56rem}.teacher-input-flow,.teacher-output-flow{width:100%;height:100%;display:block;position:relative}.teacher-input-flow:before,.teacher-output-flow:before{content:"";background:linear-gradient(#4d56701f,#4d567080);width:1px;position:absolute;top:0;bottom:0;left:50%}.teacher-output-flow:before{background:linear-gradient(#525faf85,#4e919933)}.teacher-input-flow>i,.teacher-output-flow>i{width:5px;height:5px;animation:1.7s ease-in-out infinite teacher-signal-drop;animation-delay:calc(var(--flow-order) * 90ms);background:#747d9e;border-radius:50%;position:absolute;top:0;left:50%;transform:translate(-50%,-50%);box-shadow:0 0 0 4px #747d9e0f}.teacher-output-flow>i{background:#6572c3}.teacher-network{background:radial-gradient(circle at 50% 45%,#6673ca1a,#0000 34%),linear-gradient(145deg,#fbfcfff7,#f3f7f9f0);border:1px solid #30384e29;border-radius:22px;grid-template-columns:210px minmax(0,1fr);align-items:stretch;height:100%;min-height:190px;display:grid;position:relative;overflow:hidden;box-shadow:0 22px 55px #222a4417,inset 0 1px #fffffff0}.teacher-network-heading{z-index:3;border-right:1px solid #2f374d17;flex-direction:column;justify-content:center;align-items:flex-start;padding:24px 22px;display:flex;position:relative}.teacher-network-heading>span{color:#717887;letter-spacing:.13em;text-transform:uppercase;font-size:.59rem;font-weight:700}.teacher-network-heading>strong{color:#333a48;font-family:Iowan Old Style,Baskerville,serif;font-size:1.5rem;font-weight:500;line-height:1.16}.teacher-network-heading>strong b{color:#5b65a2;font-size:1.35em;font-weight:400}.teacher-network-heading>em{color:#626976;letter-spacing:.09em;text-transform:uppercase;background:#464e6514;border-radius:999px;margin-top:13px;padding:5px 8px;font-size:.49rem;font-style:normal;font-weight:700}.teacher-network-core{z-index:2;background:radial-gradient(circle at 20%,#6673ca14,#0000 24%),radial-gradient(circle at 80%,#4c949c12,#0000 24%);grid-template-columns:repeat(6,minmax(0,1fr));align-items:center;gap:13px;min-width:0;padding:22px 18px;display:grid;position:relative}.teacher-network-core:before{content:"";background:linear-gradient(90deg,#606dc11f,#606dc1a6,#4c949c75);border-radius:999px;height:2px;position:absolute;top:50%;left:24px;right:24px;box-shadow:0 0 18px #606dc121}.teacher-network-layer{z-index:2;min-width:0;height:min(184px,88%);animation:4.8s ease-in-out infinite transformer-block-glow;animation-delay:calc(var(--layer-order) * .13s);background:linear-gradient(160deg,#fffffff2,#f2f5fde6);border:1px solid #4d5aa92e;border-radius:15px;flex-direction:column;justify-content:center;align-items:center;padding:12px 9px;display:flex;position:relative;overflow:visible;box-shadow:0 10px 26px #36427712,inset 0 1px #fffffff0}.teacher-network-layer:after{content:"";background:linear-gradient(90deg,#5b68ba9e,#50909859);width:14px;height:2px;position:absolute;top:50%;left:100%;transform:translateY(-50%)}.teacher-network-layer:last-child:after{display:none}.teacher-network-layer>small{color:#70789e;letter-spacing:.08em;text-transform:uppercase;white-space:nowrap;font-size:.45rem;font-weight:700}.teacher-attention-heads{background:#f7f8fee6;border:1px solid #515eb124;border-radius:10px;grid-template-columns:repeat(2,1fr);gap:5px;width:42px;height:42px;margin:9px 0 6px;padding:6px;display:grid}.teacher-attention-heads>i{opacity:.72;background:linear-gradient(145deg,#6975c7,#6a9da4);border-radius:4px;display:block}.teacher-attention-heads>i:nth-child(2),.teacher-attention-heads>i:nth-child(3){opacity:.35}.teacher-network-layer>b{color:#646b84;letter-spacing:.06em;text-transform:uppercase;font-size:.41rem;font-weight:650}.teacher-residual{background:linear-gradient(#5c69bb47,#4d91998c);width:1px;height:18px;margin:5px 0;display:block;position:relative}.teacher-residual:after{content:"";border-bottom:1px solid #6b979e;border-right:1px solid #6b979e;width:5px;height:5px;position:absolute;bottom:-1px;left:50%;transform:translate(-50%)rotate(45deg)}.teacher-ffn-units{justify-content:center;align-items:center;gap:3px;width:48px;display:flex}.teacher-ffn-units>i{background:#53939a85;border-radius:999px;width:12px;height:5px;display:block}.teacher-ffn-units>i:nth-child(2){background:#606dc194;width:18px}.teacher-network-layer:nth-child(4){box-shadow:none;background:#fafbfea6;border-style:dashed}.teacher-network-layer:nth-child(4)>small{letter-spacing:.15em;font-family:Iowan Old Style,serif;font-size:1.2rem}.teacher-network-layer:nth-child(4)>b,.teacher-network-layer:nth-child(4) .teacher-attention-heads,.teacher-network-layer:nth-child(4) .teacher-residual,.teacher-network-layer:nth-child(4) .teacher-ffn-units{opacity:.22}.teacher-network-core{background:radial-gradient(at 48% 48%,#606ec51a,#0000 52%),linear-gradient(#f9fafed1,#f4f8fab8);flex-direction:column;gap:0;padding:10px 18px 8px;display:flex}.teacher-network-core:before{display:none}.teacher-depth-bracket{z-index:8;color:#686f85;letter-spacing:.11em;text-transform:uppercase;justify-content:center;align-items:center;height:25px;font-size:.48rem;font-weight:700;display:flex;position:relative}.teacher-depth-bracket:before{content:"";border-left:1px solid #49526c6b;border-right:1px solid #49526c6b;height:8px;position:absolute;left:7%;right:7%}.teacher-depth-top:before{border-top:1px solid #49526c6b;border-radius:7px 7px 0 0;bottom:0}.teacher-depth-bottom:before{border-bottom:1px solid #49526c6b;border-radius:0 0 7px 7px;top:0}.teacher-depth-bracket>span{z-index:2;background:#f8fafdf0;padding:0 9px;position:relative}.teacher-network-stack{perspective:1000px;min-height:0;transform-style:preserve-3d;flex:1;position:relative}.teacher-network-plane{z-index:calc(2 + var(--layer-order));top:7%;left:var(--plane-left);transform-origin:50%;width:clamp(54px,8.5vw,82px);height:86%;transform-style:preserve-3d;animation:5.4s ease-in-out infinite network-plane-float;animation-delay:calc(var(--layer-order) * .1s);background:linear-gradient(145deg,#ffffffba,#e2e9f757);border:1.5px solid #424c687a;border-radius:10px;position:absolute;transform:rotateY(-24deg)skewY(-1.4deg);box-shadow:10px 9px 20px #2b334f14,inset 0 0 24px #ffffff61}.teacher-network-plane>small{color:#444d6894;font-family:Iowan Old Style,serif;font-size:.52rem;position:absolute;top:8px;right:8px}.teacher-plane-nodes{z-index:4;grid-template-rows:repeat(8,1fr);gap:4px;width:21px;display:grid;position:absolute;top:12%;bottom:10%;left:10px}.teacher-plane-nodes>i{background:linear-gradient(145deg,#7c8ba4c7,#b4becf9e);border:1px solid #48526d75;border-radius:4px;min-height:8px;display:block;box-shadow:inset 0 1px 1px #ffffffa6}.teacher-plane-nodes>i.active{border-color:var(--signal-color)}@supports (color:color-mix(in lab, red, red)){.teacher-plane-nodes>i.active{border-color:color-mix(in srgb, var(--signal-color), #5f6680 18%)}}.teacher-plane-nodes>i.active{background:linear-gradient(145deg, var(--signal-color), var(--signal-color))}@supports (color:color-mix(in lab, red, red)){.teacher-plane-nodes>i.active{background:linear-gradient(145deg, color-mix(in srgb, var(--signal-color), white 18%), var(--signal-color))}}.teacher-plane-nodes>i.active{box-shadow:0 0 0 3px var(--signal-color), 0 0 18px var(--signal-color), inset 0 1px 1px #ffffff9e}@supports (color:color-mix(in lab, red, red)){.teacher-plane-nodes>i.active{box-shadow:0 0 0 3px color-mix(in srgb, var(--signal-color), transparent 82%), 0 0 18px color-mix(in srgb, var(--signal-color), transparent 56%), inset 0 1px 1px #ffffff9e}}.teacher-plane-mesh{z-index:2;opacity:.42;clip-path:polygon(0 0,100% 7%,100% 93%,0 100%);pointer-events:none;background:linear-gradient(18deg,#0000 48.8%,#56639654 49% 50%,#0000 50.2%) 0 0/31px 27px,linear-gradient(-18deg,#0000 48.8%,#56639647 49% 50%,#0000 50.2%) 0 0/34px 31px,linear-gradient(35deg,#0000 49%,#5a6eaf2e 49.2% 50%,#0000 50.2%) 0 0/42px 35px,linear-gradient(-35deg,#0000 49%,#4c8b942e 49.2% 50%,#0000 50.2%) 0 0/46px 39px;width:clamp(62px,9vw,92px);height:70%;position:absolute;top:14%;left:24px}.teacher-network-plane:last-of-type .teacher-plane-mesh{display:none}.teacher-depth-signal{z-index:20;opacity:.42;filter:blur(1.5px);transform-origin:0;pointer-events:none;background:linear-gradient(90deg,#cf5b371a,#d36641c7,#6375c0ad,#48919a1f);border-radius:999px;width:80%;height:5px;animation:3.1s ease-in-out infinite depth-signal-flow;position:absolute;top:49%;left:8%;transform:rotate(-20deg);box-shadow:0 0 17px #c65c3f2e}.teacher-network-plane{top:var(--plane-top);transform-origin:50%;border-radius:10px;width:88%;height:58px;animation-name:network-plane-float-landscape;left:6%;transform:perspective(900px)rotateX(48deg)skew(-3deg)}.teacher-network-plane>small{top:50%;right:12px;transform:translateY(-50%)}.teacher-plane-nodes{grid-template-rows:none;grid-template-columns:repeat(8,1fr);gap:clamp(8px,2vw,24px);width:auto;height:21px;inset:50% 6% auto;transform:translateY(-50%)}.teacher-plane-nodes>i{border-radius:5px;width:100%;min-width:10px;height:21px;min-height:0}.teacher-plane-mesh{opacity:.32;clip-path:polygon(2% 0,98% 0,94% 100%,6% 100%);background:linear-gradient(72deg,#0000 48.8%,#5663964d 49% 50%,#0000 50.2%) 0 0/58px 42px,linear-gradient(-72deg,#0000 48.8%,#5663963d 49% 50%,#0000 50.2%) 0 0/64px 46px,linear-gradient(61deg,#0000 49%,#5b6cb129 49.2% 50%,#0000 50.2%) 0 0/79px 52px,linear-gradient(-61deg,#0000 49%,#4c8b9429 49.2% 50%,#0000 50.2%) 0 0/86px 58px;width:90%;height:76px;top:54%;left:5%}.teacher-depth-signal{width:76%;top:11%;left:11%;transform:rotate(13deg)}.teacher-network-core{background:radial-gradient(#6573ca17,#0000 43%),linear-gradient(#fafbfee6,#f5f8facc);padding:0;display:block;position:relative;overflow:hidden}.teacher-neural-field{position:absolute;inset:0}.teacher-neural-canvas{width:100%;height:100%;display:block}.teacher-neural-caption{z-index:3;-webkit-backdrop-filter:blur(7px);backdrop-filter:blur(7px);white-space:nowrap;background:#f9fafde0;border:1px solid #505c9e29;border-radius:999px;align-items:center;gap:9px;padding:7px 11px;display:flex;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%);box-shadow:0 8px 24px #2e396412}.teacher-neural-caption>strong{color:#505a92;letter-spacing:.08em;text-transform:uppercase;font-size:.5rem;font-weight:700}.teacher-neural-caption>span{color:#858b98;font-size:.45rem}.teacher-network-footer{z-index:3;text-align:center;border-left:1px solid #2f374d17;flex-direction:column;justify-content:center;align-items:center;gap:13px;padding:18px;display:flex;position:relative}.teacher-network-footer>span{color:#6b7287;letter-spacing:.06em;text-transform:uppercase;background:#ffffffb8;border:1px solid #4b58a624;border-radius:8px;padding:6px 9px;font-size:.52rem;font-weight:650}.teacher-output-label strong{color:#55619e}.teacher-probability{background:#ffffffd6;border:1px solid #4b58a621;border-radius:12px;flex-direction:column;min-width:0;height:88px;padding:9px 10px 8px;display:flex;box-shadow:0 8px 22px #2a33540b}.teacher-probability>small{color:#3f4a7a;text-align:center;font-family:Iowan Old Style,serif;font-size:.86rem;font-weight:650;line-height:1.15}.teacher-probability>div{border-bottom:1px solid #2c344d1f;flex:1;align-items:end;gap:4px;min-height:0;margin-top:7px;display:flex}.teacher-probability>div>i{opacity:.82;transform-origin:bottom;background:linear-gradient(#6572c4,#69a0a7);border-radius:3px 3px 0 0;width:20%;min-height:3px;animation:.8s cubic-bezier(.22,1,.36,1) both teacher-distribution-rise;display:block}.student-merge-forward{z-index:4;opacity:0;pointer-events:none;grid-template-rows:58px 82px 58px 24px minmax(144px,1fr) 24px 84px;grid-template-columns:142px repeat(7,minmax(0,1fr));align-items:center;gap:5px 10px;transition:opacity .52s,transform .65s cubic-bezier(.22,1,.36,1);display:grid;position:absolute;inset:5px 0;transform:translateY(14px)scale(.992)}.distill-step-1 .student-merge-forward{opacity:1;pointer-events:auto;transform:translateY(0)scale(1)}.distill-step-1 .demo-single-sequence{opacity:0;pointer-events:none;transform:translateY(18px)scale(.985)}.student-forward-label strong,.student-forward-label span{display:block}.student-forward-label strong{color:#414855;letter-spacing:.08em;text-transform:uppercase;font-size:.85rem;font-weight:750}.student-forward-label span{color:#969aa4;margin-top:5px;font-size:.54rem}.student-merge-forward>.demo-token{height:52px;font-size:clamp(.84rem,1.02vw,1.06rem)}.student-source-rule{color:#466f75;background:linear-gradient(145deg,#f4fbfbfa,#f8f9fff0);border-color:#468a9359;box-shadow:0 8px 24px #3f7d8514}.student-rule-match{z-index:7;pointer-events:none;border:2px solid #458c9570;border-radius:14px;justify-self:center;width:calc(100% + 12px);height:64px;position:relative;box-shadow:0 0 0 4px #458c950b}.student-rule-match>span{color:#315f65;letter-spacing:.06em;text-transform:uppercase;white-space:nowrap;background:#edf8f8;border:1px solid #458c9533;border-radius:8px;padding:6px 10px;font-size:.74rem;font-weight:800;position:absolute;bottom:calc(100% + 5px);left:50%;transform:translate(-50%)}.student-merge-bridge{z-index:8;grid-template-rows:minmax(9px,1fr) 52px minmax(9px,1fr);justify-content:center;justify-self:center;align-items:center;width:100%;height:82px;display:grid;position:relative;overflow:visible}.student-merge-path{background:linear-gradient(#458c9559,#5b69bec7);justify-self:center;width:2px;height:100%;display:block;position:relative}.student-merge-path-out:after{content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;bottom:-1px;left:50%;transform:translate(-50%)rotate(45deg)}.student-merge-module{background:linear-gradient(145deg,#f2f4ff,#eef9f8);border:1px solid #5462bf59;border-radius:13px;grid-template-rows:1fr auto;place-items:center;min-width:104px;height:52px;padding:7px 12px 6px;display:grid;position:relative;box-shadow:0 9px 27px #42509e1f}.student-merge-module:after{content:"";border:1px dashed #5462bf36;border-radius:17px;position:absolute;inset:-5px}.student-merge-module>strong{color:#505ca3;font-family:Iowan Old Style,serif;font-size:1.2rem;font-weight:500}.student-merge-module>small{color:#6c75a7;letter-spacing:.08em;text-transform:uppercase;font-size:.38rem;font-weight:700}.student-empty-position,.student-no-output{color:#a4a8b1;place-items:center;height:50px;display:grid;position:relative}.student-empty-position>i,.student-no-output>i{background:#c6c9d1;border-radius:50%;width:6px;height:6px}.student-empty-position>small,.student-no-output>small{white-space:nowrap;font-size:.42rem;position:absolute;bottom:1px}.student-forward-super{color:#435093;background:linear-gradient(145deg,#eef2ff,#edf9f8);border-color:#5362bf61;box-shadow:0 9px 25px #4653a51f}.student-model-flow{width:100%;height:100%;display:block;position:relative}.student-model-flow:before{content:"";background:linear-gradient(#5361b22e,#5361b294);width:1px;position:absolute;top:0;bottom:0;left:50%}.student-output-flow:before{background:linear-gradient(#5361b28c,#4c91992e)}.student-model-flow>i{width:5px;height:5px;animation:1.6s ease-in-out infinite teacher-signal-drop;animation-delay:calc(var(--flow-order) * 90ms);background:#6572c4;border-radius:50%;position:absolute;top:0;left:50%;transform:translate(-50%,-50%);box-shadow:0 0 0 4px #6572c412}.student-model-label strong,.student-output-label strong{color:#5662a1}.student-frozen-network{background:linear-gradient(145deg,#fafbfef5,#f4f8f9e8);border:1px solid #343d5729;border-radius:18px;height:100%;min-height:160px;position:relative;overflow:hidden;box-shadow:0 17px 42px #29324e13}.student-frozen-badge{z-index:5;background:#ffffffdb;border:1px solid #444d6526;border-radius:999px;align-items:center;gap:8px;padding:6px 9px;display:flex;position:absolute;top:12px;left:14px}.student-frozen-badge>strong{color:#424956;font-family:Iowan Old Style,serif;font-size:.66rem;font-weight:400}.student-frozen-badge>span{color:#7d828d;letter-spacing:.08em;text-transform:uppercase;font-size:.43rem;font-weight:700}.student-probability{height:80px}.distillation-alignment{z-index:5;opacity:0;pointer-events:none;grid-template-rows:50px minmax(118px,1fr) 96px minmax(118px,1fr) 64px;grid-template-columns:148px repeat(7,minmax(0,1fr));align-items:stretch;gap:8px 10px;transition:opacity .52s,transform .65s cubic-bezier(.22,1,.36,1);display:grid;position:absolute;inset:7px 0 5px;transform:translateY(14px)scale(.992)}.distill-step-2 .distillation-alignment{opacity:1;pointer-events:auto;transform:translateY(0)scale(1)}.distill-step-2 .demo-single-sequence{opacity:0;pointer-events:none;transform:translateY(18px)scale(.985)}.alignment-scope{color:#7d8290;text-align:center;border-bottom:1px solid #4853771a;justify-content:center;align-items:center;gap:14px;min-width:0;display:flex}.alignment-scope>span{color:#505c94;letter-spacing:.08em;text-transform:uppercase;white-space:nowrap;font-size:.72rem;font-weight:800}.alignment-scope>strong{color:#343b49;font-family:Iowan Old Style,Baskerville,serif;font-size:1.2rem;font-weight:500}.alignment-row-label{flex-direction:column;align-self:center;padding-right:12px;display:flex}.alignment-row-label>span{color:#596171;letter-spacing:.08em;text-transform:uppercase;font-size:.72rem;font-weight:800}.alignment-row-label>strong{color:#353c49;margin-top:8px;font-family:Iowan Old Style,Baskerville,serif;font-size:1.3rem;font-weight:500}.alignment-row-label>small{color:#626b7a;margin-top:7px;font-size:.68rem;font-weight:600;line-height:1.3}.alignment-student-label>strong,.alignment-loss-label>strong{color:#5360a5}.alignment-loss-label>small{color:#6671ad;font-family:Iowan Old Style,serif;font-size:.76rem}.alignment-probability,.alignment-empty-card{background:#ffffffe6;border:1px solid #343d5721;border-radius:14px;flex-direction:column;min-width:0;min-height:0;padding:12px 12px 10px;display:flex;position:relative;overflow:hidden;box-shadow:0 9px 25px #232b450d}.alignment-teacher-probability{background:linear-gradient(155deg,#fffffff5,#f6f7fae6)}.alignment-student-probability{background:linear-gradient(155deg,#fafbfffa,#f2f9f9ed);border-color:#5462be30}.alignment-token-label{justify-content:space-between;align-items:baseline;gap:5px;min-width:0;display:flex}.alignment-token-label>b{color:#4e5666;font-family:Iowan Old Style,serif;font-size:1.02rem;font-weight:550}.alignment-token-label>span{color:#596272;text-overflow:ellipsis;white-space:nowrap;font-size:.68rem;font-weight:600;overflow:hidden}.alignment-bars{border-bottom:1px solid #2c344d21;flex:1;align-items:end;gap:4px;min-height:0;margin-top:8px;display:flex}.alignment-bars>i{opacity:.76;transform-origin:bottom;background:linear-gradient(#8e95a7,#c1c5ce);border-radius:3px 3px 0 0;width:20%;min-height:4px;display:block}.alignment-student-probability .alignment-bars>i{animation:.78s cubic-bezier(.22,1,.36,1) both alignment-student-rise;animation-delay:calc(var(--alignment-order) * 90ms);background:linear-gradient(#6673ca,#69a1a7)}.alignment-probability>small{color:#596273;align-self:center;margin-top:6px;font-family:Iowan Old Style,serif;font-size:.72rem;font-weight:600}.alignment-student-probability>small{color:#5d68a7}.alignment-anchor-card{border-color:#5462bf61;box-shadow:0 12px 30px #4452a21f,0 0 0 4px #5462bf0b}.alignment-unchanged-card{filter:saturate(.35);opacity:.82}.alignment-absorbed-source{opacity:.72;border-style:dashed}.alignment-no-loss,.alignment-absorbed{text-align:center;flex-direction:column;justify-content:center;align-items:center;display:flex;position:relative}.alignment-no-loss:before{content:"";background:#777e8e40;width:1px;position:absolute;top:0;bottom:0;left:50%}.alignment-no-loss>i{z-index:1;color:#89909e;background:#f7f8fa;border:1px solid #70778933;border-radius:50%;place-items:center;width:32px;height:32px;font-family:serif;font-style:normal;display:grid}.alignment-no-loss>strong,.alignment-absorbed>strong{z-index:1;color:#555e6d;letter-spacing:.06em;text-transform:uppercase;margin-top:5px;font-size:.65rem;font-weight:750}.alignment-no-loss>small,.alignment-absorbed>small{z-index:1;color:#6d7582;margin-top:2px;font-size:.58rem;font-weight:600}.alignment-absorbed:before,.alignment-absorbed:after{content:"";position:absolute}.alignment-absorbed:before{border-left:1px dashed #5b69ae4d;top:14%;bottom:14%;left:50%}.alignment-absorbed:after{border-top:1px dashed #5b69ae6b;width:calc(50% + 10px);top:50%;left:54%}.alignment-absorbed>i{z-index:1;background:#a8aebb;border-radius:50%;width:8px;height:8px;box-shadow:0 0 0 6px #6b74920f}.alignment-zip-link{opacity:0;transform-origin:top;min-width:0;animation:.56s cubic-bezier(.22,1,.36,1) both alignment-link-arrive;animation-delay:calc(var(--alignment-order) * .12s);place-items:center;display:grid;position:relative;transform:scaleY(.45)}.alignment-zip-link:before{content:"";background:linear-gradient(#5b67be40,#6572c6 48%,#4c919952);width:2px;position:absolute;top:0;bottom:0;left:50%;box-shadow:0 0 15px #5b69be3b}.alignment-zip-link>span{z-index:2;color:#5965a9;letter-spacing:.08em;background:#f7f8fff5;border:1px solid #5462bf47;border-radius:999px;place-items:center;min-width:38px;height:27px;padding:0 6px;font-size:.62rem;font-weight:800;display:grid}.alignment-zip-link>i{z-index:3;width:6px;height:6px;animation:1.45s ease-in-out infinite alignment-particle-drop;animation-delay:calc(var(--alignment-order) * .12s);background:#6673ca;border-radius:50%;position:absolute;top:4%;left:50%;transform:translate(-50%);box-shadow:0 0 0 6px #6673ca14,0 0 14px #6673ca47}.alignment-zip-link>small{z-index:2;color:#555e73;white-space:nowrap;background:#ffffffe6;border-radius:5px;padding:3px 6px;font-size:.58rem;font-weight:600;position:absolute;bottom:3px}.alignment-anchor-link:before{background:linear-gradient(#5664ba,#6572c6 45%,#5b969d);width:3px}.alignment-anchor-link>span{background:linear-gradient(145deg,#eef1ff,#edf9f8);border-color:#4f5dbc6e;min-width:52px;box-shadow:0 7px 19px #4956ab21}.alignment-empty-card{box-shadow:none;color:#969ba6;text-align:center;background:#f8f9fb8c;border-style:dashed;border-color:#6f778e33;justify-content:center;align-items:center}.alignment-empty-card>i{background:#c3c7d0;border-radius:50%;width:9px;height:9px}.alignment-empty-card>strong{color:#626a78;letter-spacing:.07em;text-transform:uppercase;margin-top:8px;font-size:.64rem;font-weight:750}.alignment-empty-card>small{color:#6d7582;margin-top:5px;font-size:.56rem;font-weight:600}.alignment-training-closure{grid-template-columns:auto minmax(250px,1fr) auto;place-self:center;align-items:center;gap:14px;width:min(920px,100%);min-width:0;display:grid}.alignment-loss-node,.alignment-update-node{background:#ffffffe6;border:1px solid #5361b533;border-radius:12px;justify-content:center;align-items:center;gap:9px;min-width:142px;height:54px;padding:8px 14px;display:flex;position:relative;box-shadow:0 7px 20px #333d6a0f}.alignment-loss-node>small,.alignment-update-node>small{color:#5f6878;letter-spacing:.06em;text-transform:uppercase;font-size:.62rem;font-weight:800}.alignment-loss-node>strong,.alignment-update-node>strong{color:#5662a5;white-space:nowrap;font-family:Iowan Old Style,serif;font-size:1.1rem;font-weight:500}.alignment-loss-node sub{font-size:.58em}.alignment-update-node{background:linear-gradient(145deg,#f2f5fffa,#edf9f8f0);border-color:#5362bf57;box-shadow:0 8px 24px #4452a21c}.alignment-update-node>strong{font-size:1.26rem}.alignment-update-node>em{color:#5e6ab0;letter-spacing:.08em;text-transform:uppercase;background:#5f6ec61a;border-radius:999px;padding:4px 7px;font-size:.54rem;font-style:normal;font-weight:800}.alignment-gradient-path{text-align:center;place-items:center;min-width:0;height:54px;display:grid;position:relative}.alignment-gradient-path>i{background:linear-gradient(90deg,#5b68b840,#6673c6 52%,#66a0a7);height:1px;position:absolute;top:50%;left:0;right:0}.alignment-gradient-path>i:after{content:"";border-top:1px solid #61979d;border-right:1px solid #61979d;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.alignment-gradient-path>i>b{background:#6572c6;border-radius:50%;width:7px;height:7px;animation:1.8s ease-in-out infinite alignment-gradient-travel;position:absolute;top:-3px;left:0;box-shadow:0 0 0 5px #6572c614,0 0 14px #6572c638}.alignment-gradient-path>span,.alignment-gradient-path>small{z-index:2;white-space:nowrap;background:#fafafcf0;padding:1px 6px;position:relative}.alignment-gradient-path>span{color:#4f586b;letter-spacing:.03em;align-self:start;font-size:.68rem;font-weight:800}.alignment-gradient-path>small{color:#626b78;align-self:end;font-size:.58rem;font-weight:600}.demo-single-sequence,.demo-paired-sequences{transition:opacity .52s,transform .62s cubic-bezier(.22,1,.36,1);position:absolute;left:0;right:0}.demo-single-sequence{top:47%;transform:translateY(-50%)}.demo-match-evidence{z-index:4;opacity:.2;background:#f8fcfce0;border:1px solid #4c8d9633;border-radius:16px;grid-template-columns:auto 1fr auto;justify-self:center;align-items:center;gap:15px;width:min(500px,70%);min-height:76px;padding:13px 18px;transition:opacity .42s,transform .52s cubic-bezier(.22,1,.36,1),border-color .42s,box-shadow .42s;display:grid;position:relative;transform:translateY(8px)scale(.98);box-shadow:0 12px 32px #315b620f}.demo-match-evidence>span{color:#70878a;letter-spacing:.1em;text-transform:uppercase;font-size:.54rem;font-weight:700}.demo-match-evidence>strong{color:#405f63;text-align:center;font-family:Iowan Old Style,Baskerville,serif;font-size:1.18rem;font-weight:400}.demo-match-evidence>em{color:#4e5c8d;font-family:Iowan Old Style,serif;font-size:.78rem;font-style:normal}.demo-match-evidence>i{background:linear-gradient(#4c8d967a,#0000);width:1px;height:38px;position:absolute;top:100%;left:50%}.distill-step-1 .demo-match-evidence,.distill-step-2 .demo-match-evidence{opacity:1;border-color:#4c8d9661;transform:translateY(0)scale(1);box-shadow:0 16px 38px #315b621a}.demo-single-row{grid-template-columns:98px repeat(7,minmax(0,1fr));align-items:center;gap:9px;width:min(1020px,100%);margin:0 auto;display:grid;position:relative}.demo-row-label strong,.demo-row-label span{display:block}.demo-row-label strong{color:#3f4653;letter-spacing:.1em;text-transform:uppercase;font-size:.66rem;font-weight:700}.demo-row-label span{color:#979ba4;margin-top:5px;font-size:.55rem}.demo-token{z-index:3;color:#343a47;text-align:center;background:#ffffffeb;border:1px solid #1f26391f;border-radius:11px;justify-content:center;align-items:center;min-width:0;height:56px;padding:0 8px;font-family:Iowan Old Style,Baskerville,serif;font-size:clamp(.68rem,.92vw,.9rem);transition:opacity .42s,transform .52s cubic-bezier(.22,1,.36,1),border-color .36s,background-color .36s,box-shadow .36s;display:flex;position:relative;box-shadow:0 7px 20px #1c233d0a}.demo-token>span{text-overflow:ellipsis;white-space:nowrap;overflow:hidden}.demo-token small{color:#9ca0aa;font-family:Inter,sans-serif;font-size:.44rem;position:absolute;bottom:4px;right:6px}.demo-rule-outline{z-index:5;opacity:0;pointer-events:none;border:1px solid #5360ba6b;border-radius:15px;grid-area:1/3/auto/5;height:70px;transition:opacity .36s,transform .52s cubic-bezier(.22,1,.36,1);position:relative;transform:scale(.96);box-shadow:0 0 0 5px #5360ba0b}.demo-rule-outline span{color:#5965a8;letter-spacing:.08em;text-transform:uppercase;white-space:nowrap;background:#f0f2fc;border-radius:6px;padding:4px 7px;font-size:.48rem;font-weight:700;position:absolute;bottom:calc(100% + 7px);left:50%;transform:translate(-50%)}.distill-step-1 .demo-rule-outline,.distill-step-2 .demo-rule-outline{opacity:1;transform:scale(1)}.working-surrogate{z-index:6;color:#3e4a8d;opacity:0;background:linear-gradient(145deg,#f0f3ff,#f0faf9);border-color:#4c60c257;transform:scale(.75);box-shadow:0 12px 30px #43509f1f}.distill-step-2 .demo-single-row .merge-source{opacity:0;transform:translate(24px)scale(.84)}.distill-step-2 .working-surrogate{opacity:1;transform:scale(1)}.demo-merge-operation{opacity:0;justify-content:center;align-items:center;gap:13px;width:min(390px,72%);height:72px;margin:30px auto 0;transition:opacity .42s,transform .54s cubic-bezier(.22,1,.36,1);display:flex;transform:translateY(12px)}.distill-step-2 .demo-merge-operation{opacity:1;transform:translateY(0)}.distill-step-0 .demo-merge-operation{filter:grayscale();opacity:.08;transform:translateY(0)}.distill-step-1 .demo-merge-operation{filter:grayscale(.65);opacity:.22;transform:translateY(0)}.merge-inputs{display:flex}.merge-inputs span,.merge-output{color:#6873ad;background:#fff;border:1px solid #5360ba33;border-radius:50%;place-items:center;width:35px;height:35px;font-family:Iowan Old Style,serif;font-size:.67rem;display:grid}.merge-inputs span+span{margin-left:-7px}.demo-merge-operation>i{background:linear-gradient(90deg,#5b67be33,#5b67beb8);width:24px;height:1px}.demo-merge-module{background:linear-gradient(145deg,#f4f6fffa,#eef9f9f5);border:1px solid #5362c252;border-radius:14px;place-items:center;min-width:112px;min-height:56px;padding:8px 12px;display:grid;position:relative;box-shadow:0 10px 28px #414e9b1a}.demo-merge-module:after{content:"";border:1px dashed #5362c233;border-radius:18px;position:absolute;inset:-5px}.demo-merge-module strong{color:#4c589d;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400}.demo-merge-module small{color:#7d85a7;letter-spacing:.07em;text-transform:uppercase;font-size:.43rem}.merge-output{color:#4c7e84;background:#f2fafa;border-color:#418a9345;border-radius:10px}.distill-step-3 .demo-single-sequence,.distill-step-4 .demo-single-sequence,.distill-step-5 .demo-single-sequence{opacity:0;pointer-events:none;transform:translateY(-54%)scale(.97)}.demo-paired-sequences{opacity:0;pointer-events:none;grid-template-rows:64px 68px 64px 34px;grid-template-columns:92px repeat(7,minmax(0,1fr)) 158px;align-items:center;gap:7px 8px;width:min(1120px,100%);margin:0 auto;display:grid;top:50%;transform:translateY(-42%)scale(.985)}.distill-step-3 .demo-paired-sequences,.distill-step-4 .demo-paired-sequences,.distill-step-5 .demo-paired-sequences{opacity:1;pointer-events:auto;transform:translateY(-50%)scale(1)}.teacher-label strong{color:#3f4653}.student-label strong{color:#5662a8}.teacher-anchor,.student-surrogate{color:#445091;background:linear-gradient(145deg,#f4f6fffa,#f3fbfbf0);border-color:#5360ba57}.student-surrogate{box-shadow:0 9px 25px #4653a51c}.unchanged-demo-token{opacity:.58}.demo-collapsed-slot{color:#a4a8b1;place-items:center;height:56px;display:grid;position:relative}.demo-collapsed-slot>i{background:#c3c7d0;border-radius:50%;width:6px;height:6px}.demo-collapsed-slot small{white-space:nowrap;font-size:.42rem;position:absolute;bottom:2px}.demo-distill-link{z-index:7;opacity:0;transform-origin:top;width:100%;height:64px;transition:opacity .36s ease calc(var(--link-order) * 90ms), transform .52s cubic-bezier(.22, 1, .36, 1) calc(var(--link-order) * 90ms);justify-self:center;display:block;position:relative;transform:scaleY(.4)}.demo-distill-link:before{content:"";background:linear-gradient(#6572c6,#65a0a7);width:1px;position:absolute;top:4px;bottom:4px;left:50%;box-shadow:0 0 12px #5b69be38}.demo-distill-link:after{content:"";border-bottom:1px solid #5f989f;border-right:1px solid #5f989f;width:6px;height:6px;position:absolute;bottom:2px;left:50%;transform:translate(-45%)rotate(45deg)}.demo-distill-link>i{background:#6975c9;border-radius:50%;width:5px;height:5px;animation:1.55s ease-in-out infinite alignment-flow;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%);box-shadow:0 0 0 5px #6775c914}.demo-distill-link small{color:#5f69a8;white-space:nowrap;font-size:.44rem;font-weight:650;position:absolute;top:50%;left:calc(50% + 10px);transform:translateY(-50%)}.distill-step-4 .anchor-link,.distill-step-5 .demo-distill-link{opacity:1;transform:scaleY(1)}.demo-prefix-note,.demo-module-note,.demo-suffix-bracket{color:#969aa4;letter-spacing:.05em;align-self:start;font-size:.46rem}.demo-prefix-note{padding-top:5px}.demo-module-note{color:#606ba8;opacity:0;white-space:nowrap;background:#f6f7fc;border:1px solid #5362c22e;border-radius:999px;justify-self:center;padding:4px 7px;transition:opacity .36s .18s,transform .42s .18s;transform:translateY(-4px)}.demo-module-note>i{background:#6673ca;border-radius:50%;width:5px;height:5px;margin-right:4px;display:inline-block}.distill-step-3 .demo-module-note,.distill-step-4 .demo-module-note,.distill-step-5 .demo-module-note{opacity:1;transform:translateY(0)}.demo-suffix-bracket{color:#646ea8;opacity:0;text-align:center;border-top:1px solid #5160bc40;padding-top:8px;transition:opacity .42s .36s;position:relative}.distill-step-5 .demo-suffix-bracket{opacity:1}.demo-shared-model{text-align:center;background:linear-gradient(145deg,#fffffff5,#f6f7faeb);border:1px solid #262d3f24;border-radius:18px;flex-direction:column;justify-content:center;align-items:center;min-height:170px;padding:15px;display:flex;position:relative;box-shadow:0 13px 34px #21283d12}.demo-shared-model>span{color:#989ca5;letter-spacing:.1em;text-transform:uppercase;font-size:.45rem}.demo-shared-model>strong{color:#3e4552;margin-top:10px;font-family:Iowan Old Style,serif;font-size:1.05rem;font-weight:400}.demo-shared-model>b{color:#5963a0;margin:2px 0 11px;font-family:Iowan Old Style,serif;font-size:1.3rem;font-weight:400}.demo-shared-model>em{color:#686e7a;letter-spacing:.1em;text-transform:uppercase;background:#f0f1f4;border-radius:999px;padding:4px 8px;font-size:.47rem;font-style:normal;font-weight:700}.demo-shared-model .teacher-port,.demo-shared-model .student-port{background:linear-gradient(90deg,#4e566e2e,#4e566e9e);width:25px;height:1px;position:absolute;left:-25px}.demo-shared-model .teacher-port{top:32px}.demo-shared-model .student-port{background:linear-gradient(90deg,#5a6abd33,#5a6abdb8);bottom:32px}.demo-explanation{border-top:1px solid #20263614;grid-template-columns:120px 1fr auto;align-items:center;gap:18px;min-height:72px;padding:13px 4px 0;display:grid}.demo-step-meter{align-items:center;gap:5px;display:flex}.demo-step-meter>button:not(.demo-step-resume){cursor:pointer;background:#d9dbe1;border:0;border-radius:999px;width:14px;height:2px;padding:0;transition:background-color .3s,width .3s;display:block}.demo-step-meter>button.complete{background:#6572c67a}.demo-step-meter>button.active{background:linear-gradient(90deg,#6572c6,#66a0a7);width:18px}.demo-step-meter>button:not(.demo-step-resume):focus-visible{outline-offset:4px;outline:2px solid #6572c673}.demo-step-resume{color:#5d68a8;cursor:pointer;letter-spacing:.08em;text-transform:uppercase;background:#ffffffd1;border:1px solid #5360ba38;border-radius:999px;margin-left:7px;padding:4px 8px;font-size:.48rem;font-weight:700}.demo-explanation p{color:#252a34;margin:0;font-size:.9rem;font-weight:600;line-height:1.42}.demo-explanation p>span{color:#5967b2;letter-spacing:.08em;margin-right:10px;font-size:.76rem;font-weight:800}.demo-explanation>strong{color:#50598c;opacity:0;font-family:Iowan Old Style,serif;font-size:.78rem;font-weight:400;transition:opacity .36s}.distill-step-5 .demo-explanation>strong{opacity:1}@media (min-width:701px){.demo-legend{gap:14px;min-height:56px}.demo-legend>span{gap:11px;padding:11px 18px;font-size:.86rem}.demo-legend>span>i{width:10px;height:10px}.demo-legend>span>b{font-size:.72rem}.demo-row-label strong{font-size:.8rem}.demo-row-label span{margin-top:7px;font-size:.67rem}.demo-token{border-radius:14px;height:72px;padding:0 10px;font-size:clamp(.9rem,1.12vw,1.12rem)}.demo-token small{font-size:.56rem;bottom:6px;right:8px}.demo-rule-outline{border-radius:18px;height:88px}.demo-rule-outline span{padding:5px 9px;font-size:.59rem;bottom:calc(100% + 9px)}.demo-merge-operation{gap:18px;width:min(510px,76%);height:94px;margin-top:34px}.demo-merge-module{border-radius:17px;min-width:148px;min-height:72px;padding:10px 16px}.demo-paired-sequences{grid-template-rows:80px 92px 80px 42px;grid-template-columns:110px repeat(7,minmax(0,1fr)) 184px;gap:9px 11px;width:min(1180px,100%)}.demo-collapsed-slot small{font-size:.52rem}.demo-distill-link{height:86px}.demo-distill-link small{font-size:.55rem;left:calc(50% + 13px)}.demo-prefix-note,.demo-module-note,.demo-suffix-bracket{font-size:.58rem}.demo-module-note{padding:6px 10px}.demo-shared-model{border-radius:22px;min-height:218px;padding:20px}.demo-shared-model>span{font-size:.55rem}.demo-shared-model>strong{margin-top:13px;font-size:1.34rem}.demo-shared-model>b{margin:3px 0 14px;font-size:1.7rem}.demo-shared-model>em{padding:5px 10px;font-size:.58rem}.demo-explanation{grid-template-columns:150px 1fr auto;gap:24px;min-height:90px;padding:17px 7px 0}.demo-step-meter{gap:7px}.demo-step-meter>button:not(.demo-step-resume){width:18px;height:3px}.demo-step-meter>button.active{width:24px}.demo-step-resume{padding:5px 9px;font-size:.56rem}.demo-explanation p>span{margin-right:13px;font-size:.9rem}.demo-explanation>strong{font-size:.98rem}.distillation-story-section .training-stage{border-radius:22px}.distillation-story-section .distillation-scene{padding:18px 24px 16px}.demo-legend{min-height:54px}.demo-canvas{background-color:#0000;background-image:linear-gradient(90deg,#5b67be07 1px,#0000 1px),linear-gradient(#5b67be05 1px,#0000 1px);background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:44px 44px;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;border-top:1px solid #262d3f0e;border-bottom:1px solid #262d3f0e;margin:4px 0 6px}.demo-canvas:after{content:"";pointer-events:none;background:radial-gradient(circle,#0000 35%,#ffffff8f 100%);position:absolute;inset:0}.demo-single-sequence{z-index:2;grid-template-rows:minmax(88px,.72fr) minmax(126px,1fr) minmax(132px,.95fr);align-items:center;display:grid;inset:auto 0 14px;transform:none}.demo-single-row{grid-template-columns:126px repeat(7,minmax(0,1fr));gap:14px;width:100%}.demo-match-evidence{border-radius:18px;gap:20px;width:min(590px,62%);min-height:90px;padding:16px 22px}.demo-match-evidence>span{font-size:.65rem}.demo-match-evidence>strong{font-size:1.48rem}.demo-match-evidence>em{font-size:.96rem}.demo-match-evidence>i{height:48px}.demo-single-row .demo-token{height:86px;font-size:clamp(1rem,1.25vw,1.28rem)}.demo-single-row .demo-token small{font-size:.62rem}.demo-single-row .demo-rule-outline{height:104px}.demo-merge-operation{align-self:center;gap:24px;width:min(640px,86%);height:116px;margin:0 auto}.merge-inputs span,.merge-output{width:55px;height:55px;font-size:.96rem}.demo-merge-operation>i{width:48px}.demo-merge-module{min-width:180px;min-height:86px}.demo-merge-module strong{font-size:1.46rem}.demo-merge-module small{font-size:.61rem}.distill-step-3 .demo-single-sequence,.distill-step-4 .demo-single-sequence,.distill-step-5 .demo-single-sequence{transform:translateY(-18px)scale(.98)}.demo-paired-sequences{z-index:2;grid-template-rows:minmax(88px,1fr) minmax(116px,1.25fr) minmax(88px,1fr) 46px;grid-template-columns:120px repeat(7,minmax(0,1fr)) 210px;gap:10px 12px;width:100%;inset:auto 0 8px;transform:translateY(16px)scale(.99)}.distill-step-3 .demo-paired-sequences,.distill-step-4 .demo-paired-sequences,.distill-step-5 .demo-paired-sequences{transform:translateY(0)scale(1)}.demo-paired-sequences .demo-token{height:82px;font-size:clamp(.96rem,1.16vw,1.2rem)}.demo-paired-sequences .demo-token small{font-size:.6rem}.demo-collapsed-slot{height:82px}.demo-distill-link{align-self:stretch;height:auto;min-height:104px}.demo-distill-link:before{top:0;bottom:0}.demo-distill-link:after{bottom:-2px}.demo-shared-model{border-width:1.5px;align-self:stretch;min-height:0}.demo-shared-model>strong{font-size:1.5rem}.demo-shared-model>b{font-size:1.95rem}.demo-shared-model .teacher-port{top:18%}.demo-shared-model .student-port{bottom:18%}.demo-explanation{min-height:84px;padding-top:12px}.demo-explanation p{color:#20242d;font-size:1.08rem;font-weight:600;line-height:1.35}.demo-explanation p>span{color:#5966ad;font-size:.9rem;font-weight:800}}@media (min-width:1100px){.demo-explanation{grid-template-columns:150px minmax(0,1fr);position:relative}.demo-explanation>strong{position:absolute;top:50%;right:7px;transform:translateY(-34%)}.distill-step-5 .demo-explanation p{padding-right:250px}}@media (min-width:701px) and (max-height:900px){.training-story{height:1050px}.training-sticky{height:1050px;min-height:1050px;position:relative;top:auto}.training-shell{padding-top:44px;padding-bottom:36px}}.inference-story-section .inference-scene{padding:10px 24px 16px}.prefill-demo{z-index:4;flex-direction:column;height:100%;min-height:0;display:flex;position:relative}.inference-legend{border-bottom:1px solid #262d3f0f;justify-content:flex-end;align-items:center;gap:12px;min-height:52px;display:flex}.inference-legend>span{color:#59606f;letter-spacing:.08em;text-transform:uppercase;background:#ffffffd1;border:1px solid #2a31431c;border-radius:999px;align-items:center;gap:10px;padding:10px 16px;font-size:.78rem;font-weight:800;display:inline-flex}.inference-legend>span>i{background:#9399a6;border-radius:50%;width:9px;height:9px}.inference-legend>span>b{color:#858b97;font-size:.65rem;font-weight:700}.inference-legend .inference-rule{color:#537f85;border-color:#4c8d9636}.inference-legend .inference-rule>i{background:#57919a}.inference-legend .inference-module{color:#5662a6;border-color:#5462bf40}.inference-legend .inference-module>i{background:#6673ca;animation:1.8s ease-out infinite trainable-pulse}.prefill-canvas{background-color:#0000;background-image:linear-gradient(90deg,#5b67be06 1px,#0000 1px),linear-gradient(#5b67be05 1px,#0000 1px);background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:44px 44px;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;flex:1;grid-template-rows:84px 74px 62px minmax(128px,1fr) 106px;gap:14px;min-height:0;padding:4px 0 7px;display:grid}.prefill-original-row,.prefill-merge-row,.prefill-compressed-row,.prefill-model-row,.prefill-results-row{grid-template-columns:166px minmax(0,1fr);align-items:stretch;gap:14px;min-height:0;display:grid}.prefill-model-row,.prefill-results-row{position:relative}.inference-step-0 .prefill-model-row:before,.inference-step-0 .prefill-results-row:before{z-index:5;content:"";background:linear-gradient(#5462bf61,#5462bfd1);width:2px;height:11px;position:absolute;top:-14px;left:calc(50% + 89px)}.inference-step-0 .prefill-model-row:after,.inference-step-0 .prefill-results-row:after{z-index:6;content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;top:-9px;left:calc(50% + 85px);transform:rotate(45deg)}.prefill-row-label{flex-direction:column;align-self:center;padding-left:2px;display:flex}.prefill-row-label>span{color:#747b8a;letter-spacing:.1em;text-transform:uppercase;font-size:.5rem;font-weight:800}.prefill-row-label>strong{color:#373e4c;margin-top:5px;font-family:Iowan Old Style,Baskerville,serif;font-size:.94rem;font-weight:400}.prefill-row-label>small{color:#969ba6;margin-top:4px;font-size:.45rem}.prefill-simple-label>strong{color:#303847;margin-top:0;font-size:1.08rem;font-weight:500;line-height:1.16}.prefill-simple-label{text-align:center;justify-content:center;align-self:stretch;align-items:center;padding-left:0}.prefill-original-strip{grid-template-columns:repeat(10,minmax(0,1fr));align-items:end;gap:7px;min-width:0;display:grid;position:relative}.prefill-original-strip .prefill-token{margin-bottom:5px}.prefill-token{z-index:2;color:#343b48;text-align:center;background:#ffffffeb;border:1px solid #2a32461f;border-radius:11px;justify-content:center;align-items:center;min-width:0;height:52px;padding:0 7px;font-family:Iowan Old Style,Baskerville,serif;font-size:clamp(.66rem,.82vw,.86rem);display:flex;position:relative;box-shadow:0 6px 18px #232a410a}.prefill-token>span{text-overflow:ellipsis;white-space:nowrap;overflow:hidden}.prefill-token>small{color:#9ba0aa;font-family:Inter,sans-serif;font-size:.4rem;position:absolute;bottom:3px;right:5px}.prefill-rule-outline{z-index:4;pointer-events:none;opacity:1;border:1px solid #4c8d9670;border-radius:14px;grid-row:1;justify-self:center;width:calc(100% + 8px);height:60px;position:relative;transform:scale(1);box-shadow:0 0 0 4px #4c8d960b}.prefill-rule-outline>span{color:#4e8389;letter-spacing:.07em;text-transform:uppercase;white-space:nowrap;background:#eef8f8;border-radius:7px;padding:5px 9px;font-size:.68rem;font-weight:800;position:absolute;bottom:calc(100% + 5px);left:50%;transform:translate(-50%)}.prefill-rule-two{grid-column:2/4}.prefill-rule-three{grid-column:5/8}.prefill-active .prefill-rule-outline{animation:8.4s ease-in-out infinite prefill-match-arrive}.prefill-active .prefill-rule-three{animation-delay:.18s}.prefill-scan-beam{z-index:6;opacity:0;background:linear-gradient(#0000,#67a0a7 28%,#6673ca 70%,#0000);width:2px;position:absolute;top:2px;bottom:2px;left:0;box-shadow:0 0 14px #5d70bf47}.prefill-active .prefill-scan-beam{animation:8.4s ease-in-out infinite prefill-scan}.prefill-merge-grid{grid-template-columns:repeat(10,minmax(0,1fr));align-items:center;gap:7px;min-width:0;display:grid}.prefill-merge-operation{opacity:1;grid-template-rows:minmax(8px,1fr) 54px minmax(8px,1fr);justify-content:center;justify-self:center;align-items:center;width:100%;min-width:0;height:74px;display:grid;transform:translateY(0)scale(1)}.prefill-merge-two{grid-column:2/4}.prefill-merge-three{grid-column:5/8}.prefill-active .prefill-merge-operation{animation:8.4s ease-in-out infinite prefill-module-arrive}.prefill-active .prefill-merge-three{animation-delay:.18s}.prefill-merge-path{background:linear-gradient(#4c8f9757,#5b69bec7);justify-self:center;width:2px;height:100%;display:block;position:relative}.prefill-merge-path-out:after{content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;bottom:-1px;left:50%;transform:translate(-50%)rotate(45deg)}.prefill-merge-operation>strong{background:linear-gradient(145deg,#f1f4ff,#edf9f8);border:1px solid #5462bf57;border-radius:14px;place-items:center;min-width:82px;height:54px;padding:7px 10px;display:grid;box-shadow:0 7px 20px #4653a51a}.prefill-merge-operation>strong>b{color:#505ca2;font-family:Iowan Old Style,serif;font-size:1.08rem;font-weight:400}.prefill-compressed-strip{grid-template-columns:repeat(7,minmax(0,1fr));align-items:center;gap:9px;min-width:0;display:grid}.prefill-compressed-strip .prefill-token{height:57px;font-size:clamp(.72rem,.9vw,.94rem)}.prefill-super-token{color:#445092;background:linear-gradient(145deg,#f0f3ff,#edf9f8);border-color:#5462bf5c;box-shadow:0 8px 24px #4552a31c}.prefill-model-row{align-items:stretch}.prefill-frozen-network{background:linear-gradient(145deg,#fafbfef5,#f4f8f9e8);border:1px solid #323b5429;border-radius:17px;grid-template-columns:minmax(0,1fr) 90px;min-height:0;display:grid;position:relative;overflow:hidden;box-shadow:0 14px 38px #29324e12}.prefill-network-title{z-index:2;text-align:center;border-right:1px solid #323b5417;flex-direction:column;justify-content:center;align-items:center;padding:12px;display:flex}.prefill-network-title>span,.prefill-network-exit>span{color:#858b98;letter-spacing:.08em;text-transform:uppercase;font-size:.44rem;font-weight:700}.prefill-network-title>strong{color:#3e4553;margin-top:7px;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400}.prefill-network-title>strong>b{color:#5c67a7;font-weight:400}.prefill-network-title>em{color:#717783;letter-spacing:.08em;text-transform:uppercase;background:#eef0f3;border-radius:999px;margin-top:7px;padding:3px 6px;font-size:.4rem;font-style:normal;font-weight:800}.prefill-frozen-network .teacher-neural-field{min-width:0}.prefill-network-exit{z-index:2;border-left:1px solid #323b5414;flex-direction:column;justify-content:center;align-items:center;display:flex}.prefill-network-exit>i{background:linear-gradient(90deg,#6673c6,#66a0a7);width:30px;height:1px;margin-top:10px}.prefill-results{grid-template-columns:minmax(0,1fr) 300px;gap:12px;min-width:0;display:grid}.prefill-kv-panel,.prefill-next-token{background:#ffffffe3;border:1px solid #323b5421;border-radius:14px;flex-direction:column;min-width:0;padding:10px 12px;display:flex;box-shadow:0 8px 24px #262e480b}.prefill-panel-heading{justify-content:space-between;align-items:flex-start;gap:8px;min-height:30px;display:flex}.prefill-panel-heading>div{align-items:baseline;gap:8px;display:flex}.prefill-panel-heading span{color:#707786;letter-spacing:.08em;text-transform:uppercase;font-size:.68rem;font-weight:800}.prefill-panel-heading strong{color:#5360a4;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400}.prefill-kv-panel .prefill-panel-heading span{color:#5360a4;letter-spacing:0;text-transform:none;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400}.prefill-panel-heading>b{color:#56828a;background:#eef6f6;border-radius:999px;padding:5px 9px;font-size:.62rem;font-weight:800}.prefill-kv-strip{flex:1;grid-template-columns:repeat(7,minmax(0,1fr));gap:7px;min-height:0;display:grid}.prefill-kv-slot{opacity:1;grid-template-rows:1fr;place-items:center;min-width:0;display:grid;transform:translateY(0)}.prefill-active .prefill-kv-slot{animation:8.4s ease-in-out infinite prefill-kv-fill;animation-delay:calc(var(--kv-order) * 90ms)}.prefill-kv-slot>span{align-items:stretch;gap:3px;width:100%;max-width:80px;height:46px;display:flex}.prefill-kv-slot>span>i{color:#6973a8;background:linear-gradient(160deg,#f0f2fb,#eef7f7);border:1px solid #5b68b82b;border-radius:8px;place-items:center;width:50%;font-size:.66rem;font-style:normal;font-weight:800;display:grid}.prefill-kv-slot>small{color:#8e939f;margin-top:4px;font-size:.4rem}.prefill-super-kv>span>i{background:linear-gradient(155deg,#e9edff,#e8f7f6);border-color:#5462bf4f;box-shadow:0 4px 12px #4856a914}.prefill-next-body{flex:1;grid-template-columns:minmax(0,1fr);align-items:center;min-height:0;display:grid}.prefill-next-bars{border-bottom:1px solid #323b5421;align-items:end;gap:5px;height:55px;display:flex}.prefill-next-bars>i{opacity:.84;transform-origin:bottom;background:linear-gradient(#6673ca,#69a1a7);border-radius:3px 3px 0 0;width:16.66%;min-height:4px}.prefill-active .prefill-next-bars>i{animation:8.4s ease-in-out infinite prefill-logits-rise}.prefill-sample-arrow{background:linear-gradient(90deg,#5b68b847,#6572c6);height:1px;position:relative}.prefill-sample-arrow:after{content:"";border-top:1px solid #6572c6;border-right:1px solid #6572c6;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.prefill-sample-arrow>i{background:#6673ca;border-radius:50%;width:7px;height:7px;position:absolute;top:-3px;left:0}.prefill-active .prefill-sample-arrow>i{animation:8.4s ease-in-out infinite prefill-sample}.prefill-new-token{opacity:1;background:linear-gradient(145deg,#eef2ff,#edf9f8);border:1px solid #5462bf4d;border-radius:11px;place-items:center;height:64px;display:grid;transform:translateY(0)scale(1);box-shadow:0 6px 18px #4653a51a}.prefill-active .prefill-new-token{animation:8.4s ease-in-out infinite prefill-token-appear}.prefill-new-token>small{color:#252a33;letter-spacing:.07em;text-transform:uppercase;font-size:.62rem;font-weight:800}.prefill-new-token>strong{color:#171a20;font-family:Iowan Old Style,serif;font-size:1.18rem;font-weight:500}.prefill-canvas,.decode-frame{transition:opacity .48s,transform .62s cubic-bezier(.22,1,.36,1)}.inference-step-1 .prefill-canvas,.inference-step-2 .prefill-canvas{opacity:0;pointer-events:none;transform:translateY(-12px)scale(.99)}.decode-frame{z-index:7;opacity:0;pointer-events:none;background-color:#0000;background-image:linear-gradient(90deg,#5b67be06 1px,#0000 1px),linear-gradient(#5b67be05 1px,#0000 1px);background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:44px 44px;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;grid-template-rows:44px 96px 128px minmax(126px,1fr) 45px;gap:7px;min-height:0;padding:8px 0 6px;display:grid;position:absolute;inset:52px 0 64px;transform:translateY(14px)scale(.992)}.inference-step-1 .decode-normal-frame,.inference-step-2 .decode-merge-frame{opacity:1;pointer-events:auto;transform:translateY(0)scale(1)}.decode-frame-heading{border-bottom:1px solid #2e364b14;justify-content:space-between;align-items:center;padding:0 4px 7px 138px;display:flex}.decode-frame-heading>div:first-child{align-items:baseline;gap:11px;display:flex}.decode-frame-heading span,.decode-side-label>span{color:#747b8a;letter-spacing:.1em;text-transform:uppercase;font-size:.52rem;font-weight:800}.decode-frame-heading strong{color:#343b49;font-family:Iowan Old Style,serif;font-size:1.04rem;font-weight:400}.decode-counts{gap:8px;display:flex}.decode-counts>span{color:#7b8190;letter-spacing:.06em;background:#ffffffd1;border:1px solid #505dab29;border-radius:999px;padding:6px 9px;font-size:.46rem}.decode-counts>span>b{color:#5662a7;margin-left:5px;font-size:.58rem}.decode-state-block,.decode-decision-block,.decode-forward-block,.decode-merge-decision{grid-template-columns:124px minmax(0,1fr);gap:14px;min-height:0;display:grid}.decode-side-label{flex-direction:column;align-self:center;padding-left:2px;display:flex}.decode-side-label>strong{color:#3a414f;margin-top:6px;font-family:Iowan Old Style,serif;font-size:.96rem;font-weight:400}.decode-side-label>small{color:#969ba6;margin-top:4px;font-size:.45rem}.decode-state-content{background:#ffffffd6;border:1px solid #333b521f;border-radius:14px;grid-template-rows:1fr 1fr;gap:6px;min-height:0;padding:7px 10px;display:grid;box-shadow:0 7px 22px #262e480a}.decode-token-lane,.decode-kv-lane{align-items:center;gap:6px;min-width:0;display:flex}.decode-token-lane>label,.decode-kv-lane>label{color:#858b98;letter-spacing:.06em;text-transform:uppercase;flex:0 0 105px;width:105px;font-size:.45rem;font-weight:750}.decode-token-lane>i{color:#4b5362;background:#fff;border:1px solid #363e5521;border-radius:8px;flex:1;place-items:center;max-width:86px;height:30px;font-family:Iowan Old Style,serif;font-size:.63rem;font-style:normal;display:grid;position:relative}.decode-kv-lane>i{flex:1;align-items:stretch;gap:2px;max-width:86px;height:30px;font-style:normal;display:flex;position:relative}.decode-kv-lane>i>b{color:#6973aa;background:linear-gradient(145deg,#f1f3fb,#edf7f6);border:1px solid #5462b42b;border-radius:6px;place-items:center;width:50%;font-size:.38rem;display:grid}.decode-kv-lane>i>small{color:#969ba6;font-size:.3rem;position:absolute;bottom:-3px;right:-1px}.decode-pending-mini{box-shadow:0 6px 18px #4653a51a;color:#4f5ba0!important;background:linear-gradient(145deg,#eef2ff,#edf9f8)!important;border-color:#5462bf66!important}.decode-pending-mini>small{text-transform:uppercase;font-family:Inter,sans-serif;font-size:.28rem;position:absolute;bottom:-1px}.decode-decision-flow{grid-template-columns:170px 42px 142px 42px minmax(210px,1fr);align-items:center;gap:10px;min-width:0;display:grid}.decode-distribution-card,.decode-pending-token,.decode-tail-check,.decode-rollback-card{background:#ffffffe8;border:1px solid #333b5221;border-radius:14px;flex-direction:column;justify-content:center;align-items:center;height:108px;padding:10px 12px;display:flex;box-shadow:0 8px 25px #262e480d}.decode-distribution-card>small,.decode-pending-token>small,.decode-tail-check>small,.decode-rollback-card>small{color:#858b98;letter-spacing:.07em;text-transform:uppercase;font-size:.44rem;font-weight:750}.decode-distribution-card>div{border-bottom:1px solid #323b5421;align-items:end;gap:5px;width:100%;height:60px;margin-top:7px;display:flex}.decode-distribution-card>div>i,.decode-next-logits>span>i{opacity:.84;transform-origin:bottom;background:linear-gradient(#6673ca,#69a1a7);border-radius:3px 3px 0 0;width:16.66%;min-height:3px}.decode-pending-token{background:linear-gradient(145deg,#f0f3ff,#edf9f8);border-color:#5462bf57}.decode-pending-token>strong{color:#4f5b9f;margin:8px 0 6px;font-family:Iowan Old Style,serif;font-size:1.4rem;font-weight:400}.decode-pending-token>em,.decode-rollback-card>em{color:#737b8b;font-size:.43rem;font-style:normal}.decode-flow-arrow{background:linear-gradient(90deg,#5b68b83d,#6572c6);height:1px;position:relative}.decode-flow-arrow:after{content:"";border-top:1px solid #6572c6;border-right:1px solid #6572c6;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.decode-flow-arrow>i{opacity:0;background:#6673ca;border-radius:50%;width:7px;height:7px;position:absolute;top:-3px;left:0}.prefill-active .decode-flow-arrow>i{animation:1.6s ease-in-out infinite decode-signal-travel}.decode-tail-check>div{margin:9px 0 8px;display:flex}.decode-tail-check>div>i{color:#606aa6;background:#f8f9fc;border:1px solid #515eab36;border-radius:8px;place-items:center;width:39px;height:33px;font-family:Iowan Old Style,serif;font-size:.67rem;font-style:normal;display:grid}.decode-tail-check>div>i+i{margin-left:-5px}.decode-tail-check>strong{color:#626a78;letter-spacing:.06em;text-transform:uppercase;font-size:.53rem}.decode-tail-miss{border-style:dashed;border-color:#636b7e3d}.decode-forward-flow{grid-template-columns:82px 42px minmax(0,1fr) 42px 186px;align-items:center;gap:10px;min-width:0;display:grid}.decode-embedding-card{background:#f7f8fd;border:1px solid #5462bf45;border-radius:12px;place-items:center;height:74px;display:grid}.decode-embedding-card>small{color:#858b98;text-transform:uppercase;font-size:.4rem;font-weight:750}.decode-embedding-card>strong{color:#5561a4;font-family:Iowan Old Style,serif;font-size:1.02rem;font-weight:400}.decode-network-field{isolation:isolate;background:linear-gradient(145deg,#fafbfef5,#f4f8f9e8);border:1px solid #323b5426;border-radius:15px;height:100%;min-height:104px;position:relative;overflow:hidden;box-shadow:0 11px 31px #29324e11}.decode-output-pair{grid-template-columns:74px 1fr;gap:7px;height:104px;display:grid}.decode-output-pair.decode-output-prediction-only{grid-template-columns:minmax(0,1fr)}.decode-new-kv,.decode-next-logits{background:#ffffffe6;border:1px solid #5462b529;border-radius:11px;flex-direction:column;justify-content:center;align-items:center;min-width:0;padding:7px;display:flex}.decode-new-kv>span{gap:2px;width:48px;height:41px;display:flex}.decode-new-kv>span>i{color:#6671aa;background:linear-gradient(145deg,#eef1fb,#ebf7f6);border:1px solid #5462b53b;border-radius:6px;place-items:center;width:50%;font-size:.4rem;font-style:normal;display:grid}.decode-new-kv>strong,.decode-next-logits>strong{color:#5c66a4;margin-top:5px;font-size:.45rem;font-weight:750}.decode-next-logits>span{border-bottom:1px solid #323b5421;align-items:end;gap:3px;width:100%;height:51px;display:flex}.decode-next-logits>span>i{width:20%}.decode-result-strip{color:#7b8190;border-top:1px solid #2e364b14;grid-template-columns:auto auto 1fr auto auto auto;align-items:center;gap:9px;padding:0 12px 0 138px;font-size:.47rem;display:grid}.decode-result-strip>span{letter-spacing:.07em;text-transform:uppercase;font-weight:750}.decode-result-strip>strong{color:#505a93;font-family:Iowan Old Style,serif;font-size:.65rem;font-weight:400}.decode-normal-frame{grid-template-rows:54px 198px 124px 128px 82px;gap:14px}.decode-normal-frame .decode-frame-heading{padding-left:2px}.decode-normal-frame .decode-frame-heading>div:first-child{grid-template-columns:166px;align-items:baseline;gap:14px;min-width:0;display:grid}.decode-normal-frame .decode-frame-heading>div:first-child>span{color:#111318;letter-spacing:.02em;text-transform:none;font-size:1.18rem;font-weight:700}.decode-normal-state,.decode-normal-tail-row,.decode-normal-output-row{grid-template-columns:166px minmax(0,1fr);align-items:stretch;gap:14px;min-height:0;display:grid}.decode-normal-frame .decode-normal-state{grid-template-rows:58px 18px minmax(0,1fr);grid-template-columns:166px minmax(0,1fr);gap:0 14px}.decode-normal-frame .decode-normal-state>.decode-simple-label{grid-area:1/1/-1}.decode-normal-frame .decode-normal-state>.decode-prefill-sample{grid-area:1/2}.decode-normal-frame .decode-normal-state>.decode-stage-arrow{background:linear-gradient(#4c8f9757,#5b69bed1);grid-area:2/2;place-self:stretch center;width:2px;height:100%;position:relative;box-shadow:0 0 7px #5b69be1f}.decode-normal-frame .decode-normal-state>.decode-stage-arrow:after{content:"";border-top:0;border-bottom:2px solid #6572c6;border-right:2px solid #6572c6;width:8px;height:8px;position:absolute;top:auto;bottom:-1px;left:50%;transform:translate(-50%)rotate(45deg)}.decode-normal-frame .decode-normal-state>.decode-sequence-stage{grid-area:3/2}.decode-normal-tail-row,.decode-normal-forward,.decode-normal-output-row{position:relative}.decode-normal-tail-row:before,.decode-normal-forward:before,.decode-normal-output-row:before{z-index:5;content:"";background:linear-gradient(#4c8f9757,#5b69bed1);width:2px;height:13px;position:absolute;top:-14px;left:calc(50% + 89px);box-shadow:0 0 7px #5b69be1f}.decode-normal-tail-row:after,.decode-normal-forward:after,.decode-normal-output-row:after{z-index:6;content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;top:-8px;left:calc(50% + 85px);transform:rotate(45deg)}.decode-normal-frame .decode-normal-forward{align-self:stretch;height:auto;margin-top:0}.decode-normal-frame .decode-simple-label{text-align:center;justify-content:center;align-self:stretch;align-items:center;padding-left:0}.decode-normal-frame .decode-simple-label>strong{color:#303847;margin-top:0;font-size:1.2rem;font-weight:500;line-height:1.16}.decode-prefill-sample,.decode-sequence-stage,.decode-tail-scan-wide,.decode-context-input{background:#ffffffe8;border:1px solid #333b5221;border-radius:14px;box-shadow:0 8px 25px #262e480d}.decode-normal-frame .decode-prefill-sample,.decode-normal-frame .decode-sequence-stage,.decode-normal-frame .decode-tail-scan-wide{height:100%}.decode-normal-frame .decode-sequence-stage{box-shadow:none;background:0 0;border:0;gap:8px;padding:0}.decode-normal-frame .decode-real-token-lane,.decode-normal-frame .decode-real-kv-lane{background:#ffffffed;border:1px solid #333b5221;border-radius:12px;grid-template-rows:1fr;grid-template-columns:150px minmax(0,1fr);align-items:center;gap:10px;min-width:0;padding:7px 12px;display:grid;box-shadow:0 7px 20px #262e480b}.decode-normal-frame .decode-real-token-lane>label,.decode-normal-frame .decode-real-kv-lane>label{white-space:nowrap;grid-area:1/1;font-size:.76rem}.decode-normal-frame .decode-real-token-lane>div,.decode-normal-frame .decode-real-kv-lane>div{grid-area:1/2}.decode-normal-frame .decode-real-token-lane i{height:34px;font-size:.94rem}.decode-normal-frame .decode-real-kv-lane i{height:30px}.decode-normal-frame .decode-real-kv-lane i>b{font-size:.76rem}.decode-normal-frame .decode-empty-kv>span{font-size:.68rem}.decode-normal-frame .decode-prefill-sample{grid-template-rows:1fr;grid-template-columns:180px minmax(0,1fr) 54px 64px;align-items:center;column-gap:10px;padding:7px 12px}.decode-normal-frame .decode-prefill-sample>strong{grid-area:1/1;margin:0;font-size:1.14rem}.decode-normal-frame .decode-prefill-sample>div{grid-area:1/2;align-self:center;height:40px;margin:0}.decode-normal-frame .decode-prefill-sample>span{color:#737b8b;letter-spacing:.06em;text-align:center;text-transform:uppercase;grid-area:1/3;font-size:.72rem;font-weight:800;display:block}.decode-normal-frame .decode-prefill-sample>b{grid-area:1/4;align-self:center;height:40px;font-size:1.16rem}.decode-prefill-sample{grid-template-rows:auto minmax(72px,1fr);grid-template-columns:minmax(0,1fr) 54px;align-content:center;column-gap:9px;min-width:0;padding:14px 16px;display:grid}.decode-prefill-sample>small,.decode-prefill-sample>strong{grid-column:1/-1}.decode-prefill-sample>small{color:#858b98;letter-spacing:.08em;text-transform:uppercase;font-size:.43rem;font-weight:800}.decode-prefill-sample>strong{color:#3e4656;grid-row:1;margin-top:0;font-family:Iowan Old Style,serif;font-size:1.04rem;font-weight:500}.decode-prefill-sample>div{border-bottom:1px solid #323b5424;grid-area:2/1;align-self:end;align-items:end;gap:4px;min-width:0;height:72px;margin-top:9px;display:flex}.decode-prefill-sample>div>i{opacity:.86;transform-origin:bottom;background:linear-gradient(#6673ca,#69a1a7);border-radius:3px 3px 0 0;width:16.66%;min-height:4px}.decode-prefill-sample>span{display:none}.decode-prefill-sample>b{color:#4f5b9f;background:linear-gradient(145deg,#f0f3ff,#edf9f8);border:1px solid #5462bf54;border-radius:9px;grid-area:2/2;align-self:end;place-items:center;height:58px;font-family:Iowan Old Style,serif;font-size:1.05rem;font-weight:400;display:grid}.decode-sequence-stage{grid-template-rows:1fr 1fr;gap:11px;min-width:0;padding:12px 14px;display:grid}.decode-real-token-lane,.decode-real-kv-lane{grid-template-rows:auto 1fr;gap:5px;min-width:0;display:grid}.decode-real-token-lane>label,.decode-real-kv-lane>label{color:#7e8593;letter-spacing:.07em;text-transform:uppercase;font-size:.66rem;font-weight:800}.decode-real-token-lane>div,.decode-real-kv-lane>div{grid-template-columns:.72fr 1.4fr .94fr 1.38fr .56fr .62fr .76fr .64fr;gap:5px;min-width:0;display:grid}.decode-real-token-lane i{color:#424a59;text-align:center;background:#fff;border:1px solid #363e5521;border-radius:8px;place-items:center;min-width:0;height:48px;font-family:Iowan Old Style,serif;font-size:.88rem;font-style:normal;display:grid;position:relative}.decode-real-token-lane i>span{text-overflow:ellipsis;white-space:nowrap;padding:0 4px;overflow:hidden}.decode-real-token-lane .decode-real-super-token{color:#4f6591;background:linear-gradient(145deg,#f2f4ff,#edf8f7);border-color:#4b8f9747}.decode-real-token-lane .decode-real-new-token{color:#4f5b9f;background:linear-gradient(145deg,#eef2ff,#edf9f8);border-color:#5462bf6b;box-shadow:0 6px 18px #4653a51f}.decode-real-new-token>small{color:#6b75b0;letter-spacing:.05em;text-transform:uppercase;font-family:Inter,sans-serif;font-size:.28rem;font-weight:800;position:absolute;bottom:2px;right:5px}.decode-real-kv-lane i{background:linear-gradient(135deg,#f5f7fdf5,#eff8f7e6);border:1px solid #5462b433;border-radius:8px;gap:0;min-width:0;height:42px;font-style:normal;display:flex;overflow:hidden;box-shadow:inset 0 1px #ffffffe0}.decode-real-kv-lane i>b{color:#5f69a2;letter-spacing:.02em;place-items:center;width:50%;font-size:.7rem;font-weight:800;display:grid}.decode-real-kv-lane i>b+b{color:#4d8087;border-left:1px solid #5462b421}.decode-real-kv-lane .decode-real-super-kv{background:linear-gradient(135deg,#e8edfdcc,#e3f5f2c7)}.decode-real-kv-lane .decode-empty-kv{background:#fafafdc7;border:1px dashed #5462bf7a;place-items:center;display:grid}.decode-empty-kv>span{color:#111318;letter-spacing:.04em;text-transform:uppercase;font-size:.62rem;font-weight:800}.decode-tail-scan-wide{border-style:dashed;grid-template-rows:24px minmax(0,1fr);grid-template-columns:230px 28px minmax(0,1fr) 28px 175px;align-items:center;gap:4px 10px;min-width:0;padding:8px 14px;display:grid}.decode-tail-check-heading{color:#475168;letter-spacing:.06em;text-align:center;text-transform:uppercase;grid-area:1/1/auto/-1;font-size:.86rem;font-weight:800}.decode-tail-words,.decode-tail-probes,.decode-tail-scan-wide>strong,.decode-tail-flow-arrow{grid-row:2}.decode-tail-flow-arrow{background:linear-gradient(90deg,#5b68b84d,#6572c6);width:100%;height:2px;position:relative}.decode-tail-flow-arrow:after{content:"";border-top:2px solid #6572c6;border-right:2px solid #6572c6;width:7px;height:7px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.decode-tail-words{justify-content:center;align-items:center;display:flex}.decode-tail-words>i{color:#596398;background:#f8f9fc;border:1px solid #515eab36;border-radius:9px;place-items:center;min-width:58px;height:52px;padding:0 8px;font-family:Iowan Old Style,serif;font-size:1rem;font-style:normal;display:grid}.decode-tail-words>i+i{margin-left:-4px}.decode-tail-words>.decode-tail-new-word{color:#4f5b9f;background:linear-gradient(145deg,#eef2ff,#edf9f8);border-color:#5462bf66}.decode-tail-probes{grid-template-columns:repeat(3,minmax(0,1fr));gap:7px;min-width:0;display:grid}.decode-tail-probes>span{opacity:1;background:#f8f9fdc7;border:1px solid #5462b426;border-radius:9px;flex-direction:column;justify-content:center;align-items:center;min-width:0;height:64px;display:flex}.prefill-active .decode-tail-probes>span{animation:3.6s ease-in-out infinite decode-tail-probe}.prefill-active .decode-tail-probes>span:nth-child(2){animation-delay:1.2s}.prefill-active .decode-tail-probes>span:nth-child(3){animation-delay:2.4s}.decode-tail-probes b{color:#111318;letter-spacing:.07em;text-transform:uppercase;font-size:.76rem}.decode-tail-probes i{color:#111318;text-overflow:ellipsis;white-space:nowrap;max-width:100%;margin-top:6px;font-family:Iowan Old Style,serif;font-size:.88rem;font-style:normal;overflow:hidden}.decode-tail-scan-wide>strong{color:#565e6d;letter-spacing:.07em;text-align:center;text-transform:uppercase;background:#fafafbeb;border:1px solid #626a7c33;border-radius:10px;place-items:center;min-height:64px;padding:0 12px;font-size:.8rem;line-height:1.4;display:grid}.decode-normal-forward-flow{grid-template-columns:210px 24px 104px 36px minmax(250px,1fr) 36px 220px;align-items:center;gap:8px;min-width:0;display:grid}.decode-normal-frame .decode-normal-forward-flow{grid-template-columns:146px 24px 230px 42px minmax(250px,1fr);gap:12px}.decode-normal-frame .decode-normal-forward:before,.decode-normal-frame .decode-normal-forward:after{content:none}.decode-normal-route{z-index:6;pointer-events:none;border-bottom:2px solid #5b69bebd;border-right:2px solid #5b69bebd;border-bottom-right-radius:8px;height:12px;position:absolute;top:-14px;left:253px;right:88px}.decode-normal-route>i{background:linear-gradient(#5b69bebd,#5b69beeb);width:2px;height:10px;position:absolute;top:100%;left:-1px}.decode-normal-route>i:after{content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;bottom:-1px;left:-3px;transform:rotate(45deg)}.decode-normal-frame .decode-normal-forward>.decode-simple-label,.decode-normal-frame .decode-normal-forward>.decode-normal-forward-flow{transform:translateY(8px)}.decode-context-input{align-content:center;min-width:0;height:150px;padding:15px;display:grid}.decode-context-input>small,.decode-word-embedding>small{color:#858b98;letter-spacing:.07em;text-transform:uppercase;font-size:.4rem;font-weight:800}.decode-context-input>strong{color:#3e4656;text-align:center;margin-top:0;font-family:Iowan Old Style,serif;font-size:1.02rem;font-weight:500}.decode-context-input>.decode-context-memory{height:70px;margin-top:12px;display:block;position:relative}.decode-context-input .decode-memory-plate{background:linear-gradient(105deg,#eff2fcb8,#e9f8f6a8);border:1px solid #5462b421;border-radius:11px;height:42px;font-style:normal;display:block;position:absolute;box-shadow:0 5px 14px #323e690b}.decode-context-input .decode-memory-back{opacity:.48;bottom:1px;left:14px;right:14px}.decode-context-input .decode-memory-middle{opacity:.7;bottom:7px;left:7px;right:7px}.decode-memory-ribbon{background:repeating-linear-gradient(90deg,#0000 0 25px,#6370b517 25px 26px),linear-gradient(105deg,#f0f2fc 0%,#eef4fa 48%,#eaf7f5 100%);border:1px solid #5462b42e;border-radius:12px;height:44px;position:absolute;top:2px;left:0;right:0;overflow:hidden;box-shadow:0 8px 18px #323e6912}.decode-memory-ribbon:before{content:"";background:linear-gradient(90deg,#6573c52e,#6573c56b 28%,#4a919957 64%,#4a919929);border-radius:999px;position:absolute;inset:10px 12px}.decode-memory-ribbon:after{content:"";opacity:0;background:linear-gradient(90deg,#0000,#ffffffe6,#0000);border-radius:999px;width:22%;position:absolute;top:7px;bottom:7px;left:-22%}.prefill-active .decode-memory-ribbon:after{animation:2.6s ease-in-out infinite decode-cache-sweep}.decode-input-plus{color:#79819a;text-align:center;font-family:Iowan Old Style,serif;font-size:1.2rem}.decode-word-embedding{text-align:center;height:118px;padding:11px}.decode-word-embedding>strong{color:#20242d;font-size:1.18rem}.decode-word-embedding>em{color:#4f5b78;font-family:Iowan Old Style,serif;font-size:.9rem;font-style:normal;font-weight:600}.decode-normal-frame .decode-normal-forward .decode-context-input,.decode-normal-frame .decode-normal-forward .decode-network-field,.decode-normal-frame .decode-normal-forward .decode-word-embedding{height:128px}.decode-merge-forward .decode-context-input,.decode-merge-forward .decode-network-field,.decode-merge-forward .decode-output-pair{height:150px}.decode-normal-forward{grid-template-columns:166px minmax(0,1fr)}.decode-normal-output-pair{grid-template-columns:220px minmax(0,1fr);gap:10px;width:100%;height:82px}.decode-normal-output-pair .decode-new-kv,.decode-normal-output-pair .decode-next-logits{height:82px}.decode-normal-output-pair .decode-new-kv>span{width:74px;height:42px}.decode-normal-output-pair .decode-new-kv>span>i{font-size:.88rem;font-weight:800}.decode-normal-output-pair .decode-new-kv>strong{color:#343b49;margin-top:5px;font-family:Iowan Old Style,serif;font-size:.9rem}.decode-normal-output-pair .decode-explicit-prediction>strong{color:#343b49;text-align:center;margin-top:0;font-size:.9rem;line-height:1.2}.decode-normal-output-pair .decode-explicit-prediction{gap:6px;padding:7px 14px}.decode-normal-output-pair .decode-next-prediction-body>span,.decode-normal-output-pair .decode-next-prediction-body>b{height:42px}.decode-normal-output-pair .decode-next-prediction-body>b{font-size:1.05rem}.decode-normal-forward .decode-word-embedding>small{color:#303847;font-size:.72rem}.decode-normal-forward .decode-new-kv>span>i{font-size:.58rem}.decode-normal-forward .decode-new-kv>strong,.decode-normal-forward .decode-next-logits>strong{color:#343b49;text-align:center;font-size:.74rem;line-height:1.25}.decode-normal-forward .decode-new-kv>strong{margin-top:9px;font-family:Iowan Old Style,serif;font-size:.92rem;font-weight:650}.decode-explicit-prediction{justify-content:stretch;gap:15px;padding:14px 18px}.decode-normal-forward .decode-explicit-prediction>strong{order:-1;margin-top:0;font-size:1.05rem}.decode-next-prediction-body{grid-template-columns:minmax(72px,1fr) 20px 58px;align-items:center;gap:10px;width:100%;min-width:0;display:grid}.decode-next-prediction-body>span{border-bottom:1px solid #323b5429;align-items:end;gap:4px;height:66px;display:flex}.decode-next-prediction-body>span>i{opacity:.86;background:linear-gradient(#6673ca,#69a1a7);border-radius:4px 4px 0 0;width:20%;min-height:4px}.decode-next-prediction-body>i{color:#6673ca;text-align:center;font-family:Iowan Old Style,serif;font-size:1.08rem;font-style:normal}.decode-next-prediction-body>b{color:#20242d;background:linear-gradient(145deg,#f4f5ff,#edf8f7);border:1px solid #5b6ac452;border-radius:10px;place-items:center;height:66px;font-family:Iowan Old Style,serif;font-size:1.22rem;font-weight:600;display:grid;box-shadow:0 7px 18px #4754a414}.decode-normal-frame .decode-counts>span{color:#171a20;white-space:nowrap;justify-content:space-between;align-items:baseline;min-width:172px;padding:9px 15px;font-size:.82rem;font-weight:700;display:flex}.decode-normal-frame .decode-counts>span>b{color:#111318;font-size:1.02rem;font-weight:700}.decode-normal-frame .decode-counts{justify-content:space-between;gap:18px;min-width:366px}.decode-merge-aligned-frame{grid-template-rows:54px 184px 140px 128px 82px;gap:14px}.decode-merge-aligned-frame .decode-frame-heading{padding-left:2px}.decode-merge-aligned-frame .decode-frame-heading>div:first-child{grid-template-columns:166px;align-items:baseline;min-width:0;display:grid}.decode-merge-aligned-frame .decode-frame-heading>div:first-child>span{color:#111318;letter-spacing:.02em;text-transform:none;font-size:1.18rem;font-weight:700}.decode-merge-aligned-frame .decode-counts{justify-content:space-between;gap:18px;min-width:366px}.decode-merge-aligned-frame .decode-counts>span{color:#171a20;white-space:nowrap;justify-content:space-between;align-items:baseline;min-width:172px;padding:9px 15px;font-size:.82rem;font-weight:700;display:flex}.decode-merge-aligned-frame .decode-counts>span>b{color:#111318;font-size:1.02rem;font-weight:700}.decode-merge-aligned-frame .decode-simple-label{text-align:center;justify-content:center;align-self:stretch;align-items:center;padding-left:0}.decode-merge-aligned-frame .decode-simple-label>strong{color:#303847;margin-top:0;font-size:1.2rem;font-weight:500;line-height:1.16}.decode-merge-aligned-frame .decode-prefill-sample,.decode-merge-aligned-frame .decode-sequence-stage{height:100%}.decode-merge-aligned-frame .decode-merge-state{grid-template-rows:58px 18px minmax(0,1fr);grid-template-columns:166px minmax(0,1fr);gap:0 14px}.decode-merge-aligned-frame .decode-merge-state>.decode-simple-label{grid-area:1/1/-1}.decode-merge-aligned-frame .decode-merge-state>.decode-prefill-sample{grid-area:1/2}.decode-merge-aligned-frame .decode-prefill-sample{grid-template-rows:1fr;grid-template-columns:180px minmax(0,1fr) 54px 64px;align-items:center;column-gap:10px;padding:7px 12px}.decode-merge-aligned-frame .decode-prefill-sample>strong{grid-area:1/1;margin:0;font-size:1.14rem}.decode-merge-aligned-frame .decode-prefill-sample>div{grid-area:1/2;align-self:center;height:40px;margin:0}.decode-merge-aligned-frame .decode-prefill-sample>span{color:#737b8b;letter-spacing:.06em;text-align:center;text-transform:uppercase;grid-area:1/3;font-size:.72rem;font-weight:800;display:block}.decode-merge-aligned-frame .decode-prefill-sample>b{grid-area:1/4;align-self:center;height:40px;font-size:1.16rem}.decode-merge-stage-arrow{background:linear-gradient(#4c8f9757,#5b69bed1);grid-area:2/2;place-self:stretch center;width:2px;height:100%;position:relative;box-shadow:0 0 7px #5b69be1f}.decode-merge-stage-arrow:after{content:"";border-bottom:2px solid #6572c6;border-right:2px solid #6572c6;width:8px;height:8px;position:absolute;bottom:-1px;left:50%;transform:translate(-50%)rotate(45deg)}.decode-merge-aligned-frame .decode-merge-state>.decode-sequence-stage{box-shadow:none;background:0 0;border:0;grid-area:3/2;gap:8px;padding:0}.decode-merge-aligned-frame .decode-real-token-lane,.decode-merge-aligned-frame .decode-real-kv-lane{background:#ffffffed;border:1px solid #333b5221;border-radius:12px;grid-template-rows:1fr;grid-template-columns:150px minmax(0,1fr);align-items:center;gap:10px;min-width:0;padding:6px 12px;display:grid;box-shadow:0 7px 20px #262e480b}.decode-merge-aligned-frame .decode-real-token-lane>label,.decode-merge-aligned-frame .decode-real-kv-lane>label{white-space:nowrap;grid-area:1/1;font-size:.76rem}.decode-merge-aligned-frame .decode-real-token-lane>div,.decode-merge-aligned-frame .decode-real-kv-lane>div{grid-area:1/2}.decode-merge-state .decode-real-token-lane>div,.decode-merge-state .decode-real-kv-lane>div{grid-template-columns:.66fr 1.3fr .86fr 1.28fr .48fr .53fr .68fr .53fr .5fr}.decode-merge-state .decode-real-token-lane i{height:34px;font-size:.82rem}.decode-merge-state .decode-real-kv-lane i{height:30px}.decode-merge-state .decode-real-kv-lane i>b{font-size:.7rem}.decode-merge-action-row{grid-template-columns:166px minmax(0,1fr);align-items:stretch;gap:14px;min-height:0;display:grid}.decode-merge-aligned-frame .decode-merge-action-row{transform:none}.decode-merge-aligned-frame .decode-merge-forward{align-self:stretch;height:128px;margin-top:0}.decode-merge-action-row,.decode-merge-forward,.decode-merge-output-row{position:relative}.decode-merge-action-row:before,.decode-merge-forward:before,.decode-merge-output-row:before{z-index:5;content:"";background:linear-gradient(#4c8f9757,#5b69bed1);width:2px;height:13px;position:absolute;top:-14px;left:calc(50% + 89px);box-shadow:0 0 7px #5b69be1f}.decode-merge-action-row:after,.decode-merge-forward:after,.decode-merge-output-row:after{z-index:6;content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;top:-8px;left:calc(50% + 85px);transform:rotate(45deg)}.decode-merge-output-row{grid-template-columns:166px minmax(0,1fr);align-items:stretch;gap:14px;min-height:0;display:grid}.decode-action-arrow{background:linear-gradient(90deg,#4c8f9757,#5b69bed1);width:100%;height:2px;position:relative}.decode-action-arrow:after{content:"";border-top:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.decode-merge-forward .decode-normal-forward-flow{grid-template-columns:146px 24px 230px 42px minmax(250px,1fr);gap:12px}.decode-merge-forward .decode-context-input,.decode-merge-forward .decode-network-field,.decode-merge-forward .decode-word-embedding{height:128px}.decode-merge-action-row:before{left:330px}.decode-merge-action-row:after{left:326px}.decode-merge-forward:before,.decode-merge-forward:after{content:none}.decode-merge-route{z-index:6;pointer-events:none;border-bottom:2px solid #5b69bebd;border-right:2px solid #5b69bebd;border-bottom-right-radius:8px;height:12px;position:absolute;top:-14px;left:253px;right:184px}.decode-merge-route>i{background:linear-gradient(#5b69bebd,#5b69beeb);width:2px;height:10px;position:absolute;top:100%;left:-1px}.decode-merge-route>i:after{content:"";border-bottom:2px solid #5b69be;border-right:2px solid #5b69be;width:8px;height:8px;position:absolute;bottom:-1px;left:-3px;transform:rotate(45deg)}.decode-merge-forward>.decode-simple-label,.decode-merge-forward>.decode-normal-forward-flow{transform:translateY(8px)}.decode-normal-output-row:before,.decode-merge-output-row:before{left:calc(50% + 335px)}.decode-normal-output-row:after,.decode-merge-output-row:after{left:calc(50% + 331px)}.decode-merge-action-stage{grid-template-columns:minmax(290px,1.05fr) 34px minmax(205px,.72fr) 34px minmax(340px,1.25fr);align-items:center;gap:12px;min-width:0;display:grid}.decode-tail-hit-panel,.decode-rollback-visual,.decode-merge-module-visual{background:#ffffffeb;border:1px solid #333b5221;border-radius:14px;align-content:center;min-width:0;height:100%;padding:13px 16px;display:grid;box-shadow:0 8px 25px #262e480d}.decode-tail-hit-panel>strong,.decode-rollback-visual>strong,.decode-merge-module-visual>strong{color:#222731;text-align:center;font-size:.92rem;font-weight:700}.decode-tail-hit-panel{background:linear-gradient(145deg,#f7fbfbf5,#f6f8fff0);border-color:#4b8f974d}.decode-merge-tail-words{justify-content:center;margin:10px 0 9px;display:flex}.decode-merge-tail-words>i{color:#20242d;background:#fff;border:1px solid #515eab2e;border-radius:8px;place-items:center;min-width:54px;height:39px;padding:0 7px;font-size:.84rem;font-style:normal;display:grid}.decode-merge-tail-words>i+i{margin-left:-4px}.decode-merge-tail-words>.matched{z-index:1;color:#244c53;background:linear-gradient(145deg,#eef8f7,#eef2ff);border-color:#468f977a;box-shadow:0 5px 14px #407e8617}.decode-tail-hit-panel>span{color:#111318;justify-content:center;align-items:baseline;gap:10px;display:flex}.decode-tail-hit-panel>span>b{color:#111318;letter-spacing:.04em;font-size:.9rem}.decode-tail-hit-panel>span>em{color:#111318;font-size:1.02rem;font-style:normal}.decode-rollback-visual{background:linear-gradient(145deg,#fff9f7,#fbf8fa);border-color:#b6645940}.decode-rollback-visual>div{grid-template-columns:minmax(54px,1fr) auto;align-items:center;gap:8px;min-width:0;margin:11px 0 8px;display:grid}.decode-memory-mini{background:repeating-linear-gradient(90deg,#eef2fb 0 17px,#eaf6f4 17px 34px);border:1px solid #5462b42e;border-radius:8px;height:31px;display:block;position:relative;overflow:hidden}.decode-memory-mini:after{content:"";background:#b7605438;width:18px;position:absolute;top:0;bottom:0;right:0}.decode-rollback-visual>div>b{color:#8f493f;text-align:center;background:#fff3f0;border:1px solid #b7605457;border-radius:8px;place-items:center;min-width:76px;height:38px;padding:0 8px;font-size:.68rem;display:grid}.decode-rollback-visual>small{color:#111318;text-align:center;font-size:.82rem;font-weight:650}.decode-merge-module-visual{background:linear-gradient(145deg,#f7f8fff5,#f2faf9f0);border-color:#5462bf40}.decode-merge-module-visual>div{justify-content:center;align-items:center;gap:9px;min-width:0;margin-top:13px;display:flex}.decode-merge-module-visual>div>span,.decode-merge-module-visual>div>em{color:#315f66;background:#fff;border:1px solid #4c8d9640;border-radius:10px;place-items:center;min-width:52px;height:48px;padding:0 8px;font-size:1rem;font-style:normal;font-weight:650;display:grid}.decode-merge-module-visual>div>span+span{margin-left:-14px}.decode-merge-module-visual>div>i{color:#6673ca;font-size:.9rem;font-style:normal}.decode-merge-module-visual>div>.decode-pair-amp{color:#20242d;font-size:1.05rem;font-weight:700}.decode-merge-module-visual>div>b{color:#34448f;background:linear-gradient(145deg,#eef2ff,#eaf8f6);border:1px solid #5462bf5c;border-radius:13px;place-items:center;width:68px;height:54px;font-size:1.04rem;display:grid}.decode-merge-module-visual>div>em{color:#34448f;background:#eef2ff;border-color:#5462bf57;min-width:78px;font-size:1rem;font-weight:700}.decode-merge-forward .decode-word-embedding>small{color:#303847;font-size:.58rem}.decode-merge-forward .decode-word-embedding>strong{font-size:1.05rem}.decode-merge-forward .decode-word-embedding>em{font-size:.82rem}.decode-rollback-context .decode-memory-ribbon:before{background:linear-gradient(90deg,#6573c52e,#6573c566 35%,#4a91994d 82%,#b760542e)}@keyframes decode-tail-probe{0%,22%,to{box-shadow:none;opacity:1;border-color:#5462b426;transform:translateY(0)}8%,15%{opacity:1;border-color:#5462bf73;transform:translateY(-2px);box-shadow:0 7px 18px #4b5aaa1c}}@keyframes decode-cache-sweep{0%,12%{opacity:0;left:-22%}24%{opacity:.82}78%{opacity:.82}92%,to{opacity:0;left:100%}}.decode-result-strip>i{background:linear-gradient(90deg,#5b68b82e,#5b68b885);height:1px}.decode-result-strip>b{color:#56828a;background:#eef6f6;border-radius:999px;padding:5px 8px;font-size:.43rem}.decode-merge-pipeline{grid-template-columns:185px 42px 165px 42px minmax(300px,1fr);align-items:center;gap:10px;min-width:0;display:grid}.decode-tail-hit{background:linear-gradient(145deg,#f3fafa,#f4f6ff);border-color:#4c8d9661;height:106px;box-shadow:0 9px 27px #3c666e14}.decode-tail-hit>strong{color:#4e7f85}.decode-rollback-card{background:linear-gradient(145deg,#fff8f6,#faf7f8);border-color:#b6645940;height:106px}.decode-rollback-card>strong{color:#a15f56;margin:9px 0 6px;font-family:Iowan Old Style,serif;font-size:.92rem;font-weight:400}.decode-inline-merge{background:#ffffffe0;border:1px solid #5462bf30;border-radius:15px;justify-content:center;align-items:center;gap:10px;height:106px;display:flex}.decode-inline-merge>div{display:flex}.decode-inline-merge>div>i,.decode-inline-merge>b{color:#568087;background:#fff;border:1px solid #4c8d963d;border-radius:50%;place-items:center;width:37px;height:37px;font-family:Iowan Old Style,serif;font-size:.68rem;font-style:normal;font-weight:400;display:grid}.decode-inline-merge>div>i+i{margin-left:-7px}.decode-inline-merge>span{background:linear-gradient(90deg,#4c8f9740,#5b69beb8);width:24px;height:1px}.decode-inline-merge>strong{color:#505ca2;background:linear-gradient(145deg,#f1f4ff,#edf9f8);border:1px solid #5462bf57;border-radius:13px;place-items:center;width:70px;height:54px;font-family:Iowan Old Style,serif;font-size:1rem;font-weight:400;display:grid}.decode-inline-merge>b{color:#5360a5;background:#eef2ff;border-color:#5462bf4d;border-radius:9px}.decode-kv-retire{opacity:.35;transform:translate(-8px)scale(.88)}.prefill-active.inference-step-2 .decode-kv-retire{animation:2.2s ease-in-out infinite decode-kv-rollback}.decode-super-embedding,.decode-merged-kv{background:linear-gradient(145deg,#eef2ff,#edf9f8);border-color:#5462bf57;box-shadow:0 7px 21px #4653a51a}.prefill-explanation{border-top:1px solid #20263614;grid-template-columns:150px minmax(0,1fr);align-items:center;gap:18px;min-height:76px;padding:10px 7px 0;display:grid}.prefill-explanation>p{color:#20242d;margin:0;font-size:1.08rem;font-weight:600;line-height:1.35}.prefill-explanation>p>span{color:#5966ad;letter-spacing:.08em;margin-right:13px;font-size:.9rem;font-weight:800}.prefill-explanation>p>strong{color:#242a35;letter-spacing:.08em;text-transform:uppercase;margin-right:14px;font-size:.94rem;font-weight:800}.story-progress{color:#242a35;letter-spacing:.1em;text-transform:uppercase;flex:0 0 42px;grid-template-columns:1fr 1fr;align-items:end;height:42px;padding-top:19px;font-size:.72rem;font-weight:700;display:grid;position:relative}.story-progress:before,.story-progress>i{content:"";height:1px;position:absolute;top:13px;left:0;right:0}.story-progress:before{background:#272e401a}.story-progress>i{transform-origin:0;background:linear-gradient(90deg,#6773c7,#6aa0a7)}.story-progress span:last-child{text-align:right}.story-progress span.active{color:#11151c}@keyframes discover-ngram{0%{box-shadow:0 0 0 0 rgba(var(--hit-color), 0);color:inherit;background:0 0;border-color:#0000}58%{border-color:rgba(var(--hit-color), .42);background:rgba(var(--hit-color), .1);box-shadow:0 0 0 3px rgba(var(--hit-color), .045);color:rgb(var(--hit-color))}to{border-color:rgba(var(--hit-color), .2);background:rgba(var(--hit-color), .065);box-shadow:none;color:#3f4555}}@keyframes teacher-signal-drop{0%{opacity:0;top:0}22%{opacity:1}78%{opacity:1}to{opacity:0;top:100%}}@keyframes teacher-distribution-rise{0%{opacity:.15;transform:scaleY(.08)}to{opacity:.82;transform:scaleY(1)}}@keyframes transformer-block-glow{0%,to{border-color:#4d5aa929;transform:translateY(0);box-shadow:0 10px 26px #3642770e,inset 0 1px #fffffff0}48%{border-color:#4d65be4d;transform:translateY(-2px);box-shadow:0 13px 30px #3d4c911a,0 0 20px #576bc20e,inset 0 1px #fffffffa}}@keyframes network-plane-float{0%,to{transform:rotateY(-24deg)skewY(-1.4deg)translateY(0)}50%{transform:rotateY(-24deg)skewY(-1.4deg)translateY(-3px)}}@keyframes network-plane-float-landscape{0%,to{transform:perspective(900px)rotateX(48deg)skew(-3deg)translate(0)}50%{transform:perspective(900px)rotateX(48deg)skew(-3deg)translate(3px)}}@keyframes depth-signal-flow{0%,to{opacity:.24;background-position:0 0}50%{opacity:.58;background-position:100% 0}}@keyframes trainable-pulse{0%{box-shadow:0 0 #6673ca3d}70%,to{box-shadow:0 0 0 7px #6673ca00}}@keyframes embedding-breathe{0%,to{transform:translateY(0)}50%{transform:translateY(-3px)}}@keyframes orbit{to{transform:rotate(360deg)}}@keyframes alignment-flow{0%,to{opacity:.35;transform:translate(-50%,-22px)}50%{opacity:1;transform:translate(-50%,22px)}}@keyframes alignment-link-arrive{0%{opacity:0;transform:scaleY(.38)}to{opacity:1;transform:scaleY(1)}}@keyframes alignment-particle-drop{0%{opacity:0;top:4%}18%{opacity:1}82%{opacity:1}to{opacity:0;top:94%}}@keyframes alignment-student-rise{0%{opacity:.2;transform:scaleY(.18)}to{opacity:.9;transform:scaleY(1)}}@keyframes alignment-gradient-travel{0%{opacity:0;left:0}18%{opacity:1}82%{opacity:1}to{opacity:0;left:calc(100% - 7px)}}@keyframes prefill-scan{0%,5%{opacity:0;left:0}9%{opacity:1}28%{opacity:1;left:calc(100% - 2px)}32%,to{opacity:0;left:calc(100% - 2px)}}@keyframes prefill-match-arrive{0%,13%,34%,to{opacity:1;transform:translateY(0)scale(1);box-shadow:0 0 0 4px #4c8d960b}20%,27%{opacity:1;transform:translateY(-2px)scale(1.012);box-shadow:0 8px 22px #3f848c24,0 0 0 5px #4c8d9614}}@keyframes prefill-module-arrive{0%,22%,47%,to{opacity:1;filter:drop-shadow(0 0 #4b5aaa00);transform:translateY(0)scale(1)}30%,38%{opacity:1;filter:drop-shadow(0 7px 10px #4b5aaa21);transform:translateY(-2px)scale(1.012)}}@keyframes prefill-kv-fill{0%,56%,76%,to{opacity:1;filter:drop-shadow(0 0 #4b5aaa00);transform:translateY(0)}64%,69%{opacity:1;filter:drop-shadow(0 7px 8px #4b5aaa21);transform:translateY(-3px)}}@keyframes prefill-logits-rise{0%,66%,82%,to{opacity:.84;transform:scaleY(1)}73%,77%{opacity:1;transform:scaleY(1.08)}}@keyframes prefill-sample{0%,76%{opacity:0;left:0}80%{opacity:1}91%{opacity:1;left:calc(100% - 7px)}96%,to{opacity:0;left:calc(100% - 7px)}}@keyframes prefill-token-appear{0%,83%,97%,to{opacity:1;transform:translateY(0)scale(1);box-shadow:0 6px 18px #4653a51a}89%,93%{opacity:1;transform:translateY(-3px)scale(1.045);box-shadow:0 12px 25px #4653a52e}}@keyframes decode-signal-travel{0%{opacity:0;left:0}18%{opacity:1}82%{opacity:1}to{opacity:0;left:calc(100% - 7px)}}@keyframes decode-kv-rollback{0%,28%{opacity:1;transform:translate(0)scale(1)}58%,to{opacity:.16;transform:translate(-12px)scale(.82)}}@keyframes descend{0%{transform:translateY(-15px)}55%,to{transform:translateY(36px)}}@media (max-width:700px){.hero{width:min(100% - 32px,560px);padding:72px 0 94px}.venue-line{margin-bottom:24px;font-size:.82rem}h1{font-size:clamp(2.75rem,14vw,4.7rem);line-height:.98}h1 span{margin-top:.2em;font-size:.64em;line-height:1.08}.authors{max-width:420px;margin-top:32px;font-size:1.08rem}.authors span:not(:last-child):after{margin:0 10px}.affiliations{gap:5px 16px;max-width:350px;margin-top:14px;font-size:.82rem}.affiliations span{white-space:normal}.paper-links{margin-top:42px}.paper-home{background:radial-gradient(circle at 50% 44%,#fffffffc 0 36%,#ffffffc2 70%,#ffffff61 100%),#fff}.training-story{height:300svh}.mining-story-section,.distillation-story-section{height:100svh}.training-sticky{min-height:0}.training-shell{width:calc(100% - 24px);padding:28px 0 20px}.training-heading{flex-basis:145px;height:145px}.heading-copy h2{white-space:nowrap;max-width:100%;font-size:clamp(1.55rem,7.5vw,2.7rem)}.mining-heading h2{font-size:clamp(1.45rem,6.5vw,2.35rem)}.distill-heading h2{white-space:normal;max-width:100%}.distill-heading h2,.inference-heading h2{font-size:clamp(1.65rem,6.4vw,2.3rem)}.mining-heading>p,.distill-heading>p,.inference-heading>p{gap:9px;font-size:.72rem}.mining-heading>p span,.distill-heading>p span,.inference-heading>p span{width:34px;height:34px;font-size:.66rem}.heading-copy>div{width:100%;max-width:460px;margin-top:13px;font-size:.72rem;line-height:1.5;position:static}.training-stage{border-radius:19px}.corpus-meta{top:19px;left:18px;right:18px}.corpus-meta strong{text-align:left;text-overflow:clip;white-space:nowrap;max-width:none;display:inline-flex;overflow:visible}.corpus-meta b{margin-left:auto;padding:7px 9px;font-size:.5rem}.corpus-window{inset:61px 10px 184px}.corpus-page{border-radius:13px;width:100%;padding:17px 17px 14px}.excerpt-label{margin-bottom:8px;font-size:.47rem}.corpus-page p{-webkit-line-clamp:7;-webkit-box-orient:vertical;font-size:clamp(.73rem,3vw,.88rem);line-height:1.58;display:-webkit-box;overflow:hidden}.corpus-page p+p{display:none}.rule-crystals{display:block;bottom:15px;left:14px;right:14px}.rule-crystals>p{width:auto;margin-bottom:8px;font-size:.6rem}.rule-crystals>p span{margin:0 5px 0 0;display:inline}.rule-grid{gap:6px}.rule-grid>div{border-radius:10px;height:59px;padding:9px 10px}.rule-grid>div span{margin-bottom:5px;font-size:.43rem}.rule-grid>div strong{font-size:clamp(.64rem,2.6vw,.8rem)}.rule-grid>div i{bottom:7px;left:50%;right:auto}.distillation-scene{padding:14px 12px}.training-state{justify-content:flex-start;gap:6px}.training-state>span{padding:7px 8px;font-size:.47rem}.sequence-example{padding-top:42px;inset:14px 12px 12px}.example-heading{flex-direction:column;align-items:flex-start;gap:6px;min-height:58px}.example-heading p{margin-left:0}.example-heading strong{font-size:1rem}.sequence-grid{--label-width:58px;grid-template-rows:58px 88px 58px;gap:12px 4px;min-height:244px}.track-label strong{font-size:.5rem}.track-label span{font-size:.43rem}.sequence-token{border-radius:8px;height:44px;padding:0 3px;font-size:clamp(.5rem,2.2vw,.69rem)}.sequence-token small{font-size:.37rem;bottom:2px;right:3px}.merge-motion{height:76px;padding:0 2px}.span-embeddings i{width:23px;height:23px;margin-left:-12px;font-size:0}.merge-orb{width:50px;height:50px}.surrogate-seed{width:32px;height:32px;font-size:.6rem}.collapsed-position{height:44px}.collapsed-position small{display:none}.token-alignment-area{top:43px;bottom:42px}.distillation-footer{grid-template-columns:1fr 1.65fr;gap:8px;padding-top:9px}.unchanged-note{display:none}.loss-readout span{font-size:.45rem}.loss-readout strong{font-size:.65rem}.distribution-row{grid-template-columns:38px 1fr;gap:5px}.distribution-row>small{display:none}.probability-bars{gap:2px;padding:0 3px}.distillation-story-section .distillation-scene{padding:12px 10px 10px}.demo-legend{scrollbar-width:none;justify-content:flex-start;gap:5px;min-height:32px;overflow-x:auto}.demo-legend>span{white-space:nowrap;padding:6px 7px;font-size:.43rem}.demo-legend>span>b{font-size:.39rem}.demo-match-evidence{display:none}.teacher-baseline{grid-template-rows:44px 18px minmax(112px,1fr) 18px 61px;grid-template-columns:48px repeat(7,minmax(0,1fr));gap:3px;inset:5px 0}.teacher-baseline-label strong{font-size:.42rem}.teacher-baseline-label span{display:none}.teacher-input-token{height:40px;font-size:clamp(.42rem,1.7vw,.58rem)}.teacher-network{border-radius:12px;grid-template-columns:78px 1fr;min-height:112px}.teacher-network-heading{padding:8px}.teacher-network-heading>span{font-size:.38rem}.teacher-network-heading>strong{margin-top:5px;font-size:.67rem}.teacher-network-heading>em{margin-top:6px;padding:3px 5px;font-size:.32rem}.teacher-network-core{gap:3px;padding:7px 3px}.teacher-depth-bracket{height:14px;font-size:.27rem}.teacher-network-plane{border-radius:5px;width:88%;height:25px;left:6%;transform:perspective(500px)rotateX(48deg)skew(-3deg)}.teacher-network-plane>small{font-size:.26rem;top:50%;right:3px;transform:translateY(-50%)}.teacher-plane-nodes{grid-template-rows:none;grid-template-columns:repeat(8,1fr);gap:2px;width:auto;height:9px;inset:50% 7% auto;transform:translateY(-50%)}.teacher-plane-nodes>i{border-radius:2px;width:100%;height:9px;min-height:4px}.teacher-plane-mesh{background-size:17px 14px,18px 16px,21px 18px,23px 20px;width:88%;height:32px;top:52%;left:6%}.teacher-network-layer{border-radius:6px;height:88%;padding:4px 2px}.teacher-network-layer>small{font-size:.25rem}.teacher-attention-heads{border-radius:5px;gap:2px;width:20px;height:20px;margin:3px 0;padding:3px}.teacher-network-layer>b{display:none}.teacher-residual{height:8px;margin:2px 0}.teacher-ffn-units{gap:1px;width:24px}.teacher-ffn-units>i{width:6px;height:3px}.teacher-ffn-units>i:nth-child(2){width:9px}.teacher-network-footer{display:none}.teacher-probability{border-radius:7px;height:58px;padding:5px 4px}.teacher-probability>small{display:none}.teacher-probability>div{gap:2px;margin-top:0}.student-merge-forward{grid-template-rows:40px 54px 40px 16px minmax(98px,1fr) 16px 58px;grid-template-columns:48px repeat(7,minmax(0,1fr));gap:2px 3px;inset:3px 0}.student-forward-label strong{font-size:.4rem}.student-forward-label span{display:none}.student-merge-forward>.demo-token{height:38px;padding:0 2px;font-size:clamp(.4rem,1.65vw,.55rem)}.student-rule-match{border-radius:8px;width:calc(100% + 6px);height:46px}.student-rule-match>span{display:none}.student-merge-bridge{grid-template-rows:minmax(6px,1fr) 38px minmax(6px,1fr);width:100%;height:54px}.student-merge-module{min-width:52px;height:38px;padding:4px 7px 3px}.student-merge-module>strong{font-size:.7rem}.student-merge-module>small{display:none}.student-merge-path{width:1px}.student-merge-path-out:after{border-width:0 1px 1px 0;width:5px;height:5px}.student-empty-position,.student-no-output{height:38px}.student-empty-position>small,.student-no-output>small{display:none}.student-frozen-network{border-radius:10px;min-height:105px}.student-frozen-badge{padding:3px 5px;top:5px;left:5px}.student-frozen-badge>strong{font-size:.44rem}.student-frozen-badge>span{display:none}.student-probability{height:56px}.distillation-alignment{grid-template-rows:28px minmax(60px,1fr) 50px minmax(60px,1fr) 38px;grid-template-columns:48px repeat(7,minmax(0,1fr));gap:3px;inset:3px 0}.alignment-scope{gap:4px}.alignment-scope>span{display:none}.alignment-scope>strong{font-size:.58rem}.alignment-row-label{padding-right:3px}.alignment-row-label>span{letter-spacing:.05em;font-size:.34rem}.alignment-row-label>strong{margin-top:4px;font-size:.6rem}.alignment-row-label>small{display:none}.alignment-probability,.alignment-empty-card{border-radius:7px;padding:4px 3px 3px}.alignment-token-label{justify-content:center}.alignment-token-label>b{font-size:.46rem}.alignment-token-label>span{display:none}.alignment-bars{gap:2px;margin-top:4px}.alignment-probability>small{margin-top:2px;font-size:.32rem}.alignment-no-loss>strong,.alignment-absorbed>strong,.alignment-no-loss>small,.alignment-absorbed>small,.alignment-zip-link>small{display:none}.alignment-no-loss>i{width:19px;height:19px;font-size:.46rem}.alignment-zip-link>span{min-width:20px;height:17px;padding:0 3px;font-size:.29rem}.alignment-anchor-link>span{min-width:30px}.alignment-empty-card>strong,.alignment-empty-card>small{display:none}.alignment-training-closure{grid-template-columns:auto minmax(70px,1fr) auto;gap:4px}.alignment-loss-node,.alignment-update-node{border-radius:7px;gap:3px;min-width:52px;height:30px;padding:3px 5px}.alignment-loss-node>small,.alignment-update-node>small,.alignment-update-node>em,.alignment-gradient-path>small{display:none}.alignment-loss-node>strong,.alignment-update-node>strong{font-size:.58rem}.alignment-gradient-path{height:30px}.alignment-gradient-path>span{white-space:normal;font-size:.31rem}.demo-single-row{grid-template-columns:54px repeat(7,minmax(0,1fr));gap:4px}.demo-row-label strong{font-size:.47rem}.demo-row-label span{display:none}.demo-token{border-radius:8px;height:43px;padding:0 3px;font-size:clamp(.45rem,1.9vw,.62rem)}.demo-token small{font-size:.32rem;bottom:2px;right:2px}.demo-rule-outline{border-radius:11px;height:54px}.demo-rule-outline span{padding:3px 5px;font-size:.38rem;bottom:calc(100% + 4px)}.demo-merge-operation{gap:8px;width:min(310px,90%);height:60px;margin-top:22px}.merge-inputs span,.merge-output{width:28px;height:28px;font-size:.54rem}.demo-merge-operation>i{width:14px}.demo-merge-module{min-width:88px;min-height:48px;padding:6px 8px}.demo-paired-sequences{grid-template-rows:50px 54px 50px 27px;grid-template-columns:49px repeat(7,minmax(0,1fr)) 72px;gap:3px;width:100%}.demo-collapsed-slot{height:43px}.demo-collapsed-slot small,.demo-prefix-note,.demo-module-note{display:none}.demo-distill-link{height:50px}.demo-distill-link small{font-size:.32rem;left:calc(50% + 5px)}.demo-suffix-bracket{padding-top:5px;font-size:.36rem}.demo-shared-model{border-radius:11px;min-height:144px;padding:5px}.demo-shared-model>span{display:none}.demo-shared-model>strong{margin-top:0;font-size:.65rem}.demo-shared-model>b{margin:2px 0 7px;font-size:.86rem}.demo-shared-model>em{padding:3px 5px;font-size:.34rem}.demo-shared-model .teacher-port,.demo-shared-model .student-port{width:8px;left:-8px}.inference-story-section .inference-scene{padding:10px 8px 8px}.inference-legend{scrollbar-width:none;justify-content:flex-start;gap:4px;min-height:32px;overflow-x:auto}.inference-legend>span{white-space:nowrap;gap:4px;padding:5px 6px;font-size:.37rem}.inference-legend>span>b{font-size:.31rem}.prefill-canvas{grid-template-rows:44px 52px 44px minmax(98px,1fr) 86px;gap:10px;padding:4px 0}.prefill-original-row,.prefill-merge-row,.prefill-compressed-row,.prefill-model-row,.prefill-results-row{grid-template-columns:48px minmax(0,1fr);gap:4px}.inference-step-0 .prefill-model-row:before,.inference-step-0 .prefill-results-row:before{width:1px;height:8px;top:-10px;left:calc(50% + 26px)}.inference-step-0 .prefill-model-row:after,.inference-step-0 .prefill-results-row:after{border-width:0 1px 1px 0;width:6px;height:6px;top:-7px;left:calc(50% + 23px)}.prefill-row-label>span{letter-spacing:.05em;font-size:.31rem}.prefill-row-label>strong{margin-top:3px;font-size:.47rem}.prefill-row-label>small{display:none}.prefill-original-strip{gap:2px}.prefill-token,.prefill-compressed-strip .prefill-token{border-radius:7px;height:36px;padding:0 2px;font-size:clamp(.32rem,1.5vw,.46rem)}.prefill-token>small{font-size:.25rem;bottom:1px;right:2px}.prefill-rule-outline{border-radius:8px;width:calc(100% + 4px);height:42px}.prefill-rule-outline>span{display:none}.prefill-merge-grid{gap:2px}.prefill-merge-operation{grid-template-rows:minmax(5px,1fr) 38px minmax(5px,1fr);height:52px}.prefill-merge-operation>strong{border-radius:7px;min-width:38px;height:38px;padding:4px 5px 3px}.prefill-merge-operation>strong>b{font-size:.62rem}.prefill-merge-path{width:1px}.prefill-merge-path-out:after{border-width:0 1px 1px 0;width:5px;height:5px}.prefill-compressed-strip{gap:3px}.prefill-frozen-network{border-radius:9px;grid-template-columns:minmax(0,1fr) 39px}.prefill-network-title{padding:4px}.prefill-network-title>span,.prefill-network-exit>span{font-size:.27rem}.prefill-network-title>strong{margin-top:4px;font-size:.52rem}.prefill-network-title>em{margin-top:4px;padding:2px 4px;font-size:.25rem}.prefill-network-exit>i{width:15px;margin-top:5px}.prefill-results{grid-template-columns:minmax(0,1fr) 118px;gap:4px}.prefill-kv-panel,.prefill-next-token{border-radius:8px;padding:5px}.prefill-panel-heading{min-height:15px}.prefill-panel-heading>div{gap:3px}.prefill-panel-heading span{font-size:.29rem}.prefill-panel-heading strong,.prefill-kv-panel .prefill-panel-heading span{font-size:.43rem}.prefill-panel-heading>b{display:none}.prefill-kv-strip{gap:2px}.prefill-kv-slot>span{gap:1px;height:27px}.prefill-kv-slot>span>i{border-radius:3px;font-size:.27rem}.prefill-kv-slot>small{margin-top:2px;font-size:.25rem}.prefill-next-body{grid-template-columns:minmax(0,1fr);gap:0}.prefill-next-bars,.prefill-new-token{height:39px}.prefill-next-bars{gap:2px}.prefill-new-token{border-radius:7px}.prefill-new-token>small{font-size:.24rem}.prefill-new-token>strong{font-size:.53rem}.decode-frame{grid-template-rows:30px 72px 92px minmax(88px,1fr) 34px;gap:3px;padding:4px 0;top:32px;bottom:54px}.decode-frame-heading{padding:0 2px 4px 52px}.decode-frame-heading>div:first-child{gap:4px}.decode-normal-frame .decode-frame-heading{padding-left:2px}.decode-normal-frame .decode-frame-heading>div:first-child{grid-template-columns:48px minmax(0,1fr);gap:4px}.decode-normal-frame .decode-frame-heading>div:first-child>span{letter-spacing:.04em;font-size:.4rem}.decode-frame-heading span,.decode-side-label>span{letter-spacing:.05em;font-size:.3rem}.decode-frame-heading strong{font-size:.54rem}.decode-counts{gap:3px}.decode-counts>span{padding:3px 4px;font-size:.27rem}.decode-counts>span>b{margin-left:2px;font-size:.32rem}.decode-normal-frame .decode-counts{gap:3px;min-width:0}.decode-normal-frame .decode-counts>span{min-width:0;padding:3px 4px;font-size:.27rem}.decode-normal-frame .decode-counts>span>b{font-size:.32rem}.decode-state-block,.decode-decision-block,.decode-forward-block,.decode-merge-decision{grid-template-columns:48px minmax(0,1fr);gap:4px}.decode-normal-frame .decode-normal-state{grid-template-rows:32px 8px minmax(0,1fr);grid-template-columns:48px minmax(0,1fr);gap:0 4px}.decode-normal-frame .decode-normal-state>.decode-stage-arrow{width:1px}.decode-normal-frame .decode-normal-state>.decode-stage-arrow:after{border-width:0 1px 1px 0;width:5px;height:5px}.decode-normal-tail-row,.decode-normal-forward,.decode-normal-output-row{grid-template-columns:48px minmax(0,1fr);gap:4px}.decode-normal-tail-row:before,.decode-normal-forward:before,.decode-normal-output-row:before{width:1px;height:4px;top:-5px;left:calc(50% + 26px)}.decode-normal-tail-row:after,.decode-normal-forward:after,.decode-normal-output-row:after{border-width:0 1px 1px 0;width:6px;height:6px;top:-5px;left:calc(50% + 23px)}.decode-normal-frame .decode-simple-label>strong{font-size:.48rem}.decode-normal-frame .decode-real-token-lane>label,.decode-normal-frame .decode-real-kv-lane>label{font-size:.28rem}.decode-normal-forward-flow{grid-template-columns:84px 8px 40px 12px minmax(0,1fr) 12px 84px;gap:3px}.decode-normal-frame .decode-normal-forward-flow{grid-template-columns:52px 8px 90px 12px minmax(0,1fr)}.decode-normal-route{border-width:0 1px 1px 0;border-bottom-right-radius:3px;height:4px;top:-5px;left:78px;right:32px}.decode-normal-route>i{width:1px;height:4px}.decode-normal-route>i:after{border-width:0 1px 1px 0;width:5px;height:5px;left:-2px}.decode-normal-frame .decode-normal-forward>.decode-simple-label,.decode-normal-frame .decode-normal-forward>.decode-normal-forward-flow{transform:translateY(2px)}.decode-normal-frame{grid-template-rows:30px 130px 80px 74px 56px;gap:5px}.decode-normal-frame .decode-prefill-sample,.decode-normal-frame .decode-tail-scan-wide{padding:4px}.decode-normal-frame .decode-sequence-stage{gap:3px;padding:0}.decode-normal-frame .decode-real-token-lane,.decode-normal-frame .decode-real-kv-lane{border-radius:6px;grid-template-columns:48px minmax(0,1fr);gap:3px;padding:2px 4px}.decode-normal-frame .decode-real-token-lane>label,.decode-normal-frame .decode-real-kv-lane>label{white-space:normal}.decode-normal-frame .decode-prefill-sample{grid-template-rows:1fr;grid-template-columns:58px minmax(0,1fr) 24px 30px;column-gap:3px}.decode-normal-frame .decode-prefill-sample>strong{font-size:.34rem}.decode-normal-frame .decode-prefill-sample>div{height:23px;margin:0}.decode-normal-frame .decode-prefill-sample>span{font-size:.24rem}.decode-normal-frame .decode-prefill-sample>b{height:24px;font-size:.46rem}.decode-normal-frame .decode-real-token-lane i,.decode-normal-frame .decode-real-kv-lane i{height:24px;font-size:.36rem}.decode-normal-frame .decode-tail-scan-wide{grid-template-rows:14px minmax(0,1fr);grid-template-columns:78px 10px minmax(0,1fr) 10px 64px;gap:2px}.decode-normal-frame .decode-tail-check-heading{letter-spacing:.04em;font-size:.31rem}.decode-normal-frame .decode-tail-flow-arrow{height:1px}.decode-normal-frame .decode-tail-flow-arrow:after{border-width:1px 1px 0 0;width:4px;height:4px;top:-2px}.decode-normal-frame .decode-tail-words>i{min-width:20px;height:30px;padding:0 3px;font-size:.4rem}.decode-normal-frame .decode-tail-probes>span{height:44px}.decode-normal-frame .decode-tail-scan-wide>strong{min-height:44px;padding:0 4px;font-size:.33rem}.decode-normal-frame .decode-context-input,.decode-normal-forward .decode-network-field,.decode-normal-frame .decode-word-embedding{height:74px;min-height:74px}.decode-normal-frame .decode-context-input{padding:6px}.decode-normal-frame .decode-context-input>strong{font-size:.44rem}.decode-normal-frame .decode-word-embedding>small{font-size:.25rem}.decode-normal-frame .decode-word-embedding>strong{font-size:.47rem}.decode-normal-frame .decode-word-embedding>em{font-size:.38rem}.decode-normal-forward .decode-new-kv>strong{margin-top:3px;font-size:.42rem}.decode-normal-output-pair{grid-template-columns:62px minmax(0,1fr);gap:3px;height:56px}.decode-normal-output-pair .decode-new-kv,.decode-normal-output-pair .decode-next-logits{height:56px;min-height:56px}.decode-normal-output-pair .decode-new-kv>span{width:34px;height:25px}.decode-normal-output-pair .decode-new-kv>span>i{font-size:.44rem}.decode-normal-output-pair .decode-new-kv>strong{margin-top:2px;font-size:.36rem}.decode-normal-output-pair .decode-explicit-prediction>strong{font-size:.38rem}.decode-normal-output-pair .decode-explicit-prediction{gap:2px;padding:4px 6px}.decode-normal-output-pair .decode-next-prediction-body>span,.decode-normal-output-pair .decode-next-prediction-body>b{height:28px}.decode-explicit-prediction{gap:3px}.decode-normal-forward .decode-explicit-prediction>strong{font-size:.36rem}.decode-next-prediction-body{grid-template-columns:minmax(20px,1fr) 5px 18px;gap:2px}.decode-next-prediction-body>span,.decode-next-prediction-body>b{height:30px}.decode-next-prediction-body>span{gap:1px}.decode-next-prediction-body>i{font-size:.35rem}.decode-next-prediction-body>b{border-radius:4px;font-size:.45rem}.decode-normal-frame .decode-context-memory{height:34px;margin-top:4px}.decode-normal-frame .decode-memory-plate{border-radius:5px;height:21px}.decode-normal-frame .decode-memory-ribbon{border-radius:6px;height:23px}.decode-normal-frame .decode-memory-ribbon:before{inset:6px}.decode-side-label>strong{margin-top:3px;font-size:.48rem}.decode-side-label>small{display:none}.decode-state-content{border-radius:8px;gap:3px;padding:4px}.decode-token-lane,.decode-kv-lane{gap:2px}.decode-token-lane>label,.decode-kv-lane>label{display:none}.decode-token-lane>i,.decode-kv-lane>i{border-radius:5px;height:24px;font-size:.36rem}.decode-kv-lane>i>b{border-radius:3px;font-size:.24rem}.decode-kv-lane>i>small,.decode-pending-mini>small{display:none}.decode-decision-flow{grid-template-columns:74px 12px 62px 12px minmax(82px,1fr);gap:3px}.decode-distribution-card,.decode-pending-token,.decode-tail-check,.decode-rollback-card,.decode-tail-hit{border-radius:8px;height:82px;padding:5px}.decode-distribution-card>small,.decode-pending-token>small,.decode-tail-check>small,.decode-rollback-card>small{font-size:.28rem}.decode-distribution-card>div{gap:2px;height:45px;margin-top:4px}.decode-pending-token>strong{margin:5px 0 3px;font-size:.8rem}.decode-pending-token>em,.decode-rollback-card>em{font-size:.26rem}.decode-tail-check>div{margin:5px 0 4px}.decode-tail-check>div>i{border-radius:5px;width:25px;height:24px;font-size:.4rem}.decode-tail-check>strong{font-size:.29rem}.decode-forward-flow{grid-template-columns:40px 12px minmax(0,1fr) 12px 84px;gap:3px}.decode-embedding-card{border-radius:7px;height:53px}.decode-embedding-card>small{font-size:.25rem}.decode-embedding-card>strong{font-size:.6rem}.decode-network-field{border-radius:8px;min-height:72px}.decode-output-pair{grid-template-columns:34px 1fr;gap:3px;height:72px}.decode-new-kv,.decode-next-logits{border-radius:6px;padding:3px}.decode-new-kv>span{width:27px;height:29px}.decode-new-kv>strong,.decode-next-logits>strong{font-size:.27rem}.decode-next-logits>span{gap:1px;height:35px}.decode-result-strip{grid-template-columns:auto 1fr auto;gap:4px;padding:0 4px 0 52px;font-size:.27rem}.decode-result-strip>span:nth-of-type(2),.decode-result-strip>i{display:none}.decode-result-strip>strong{font-size:.36rem}.decode-result-strip>b{padding:3px 4px;font-size:.27rem}.decode-merge-pipeline{grid-template-columns:78px 12px 68px 12px minmax(98px,1fr);gap:3px}.decode-rollback-card>strong{margin:5px 0 3px;font-size:.53rem}.decode-inline-merge{border-radius:8px;gap:4px;height:82px}.decode-inline-merge>div>i,.decode-inline-merge>b{width:22px;height:22px;font-size:.38rem}.decode-inline-merge>span{width:8px}.decode-inline-merge>strong{border-radius:7px;width:35px;height:32px;font-size:.6rem}.prefill-explanation{grid-template-columns:78px minmax(0,1fr);gap:8px;min-height:54px;padding-top:7px}.prefill-explanation>p>span{margin-right:5px;font-size:.52rem}.prefill-explanation>p>strong{margin-right:6px;font-size:.54rem}.prefill-explanation>p{font-size:.59rem;line-height:1.4}.demo-explanation{grid-template-columns:78px 1fr;gap:9px;min-height:63px;padding-top:9px}.demo-step-meter{gap:3px}.demo-step-meter>button:not(.demo-step-resume),.demo-step-meter>button.active{width:9px}.demo-step-resume{margin-left:3px;padding:3px 5px;font-size:.36rem}.demo-explanation p{font-size:.53rem;line-height:1.4}.demo-explanation p>span{margin-right:5px;font-size:.42rem}.demo-explanation>strong{display:none}.prefill-merge-grid{grid-template-columns:minmax(0,.9fr) minmax(0,1.1fr);gap:3px}.prefill-entity-merge{gap:2px}.prefill-entity-merge>.prefill-entity-inputs{gap:1px}.prefill-entity-merge>.prefill-entity-inputs>i{border-radius:4px;min-width:20px;height:23px;padding:0 2px;font-size:.3rem}.prefill-entity-inputs>em{font-size:.3rem}.prefill-entity-merge>b{border-radius:5px;min-width:42px;height:25px;padding:0 3px;font-size:.32rem}.decode-merge-aligned-frame{grid-template-rows:30px 130px 92px 74px 56px;gap:5px}.decode-merge-aligned-frame .decode-frame-heading>div:first-child{grid-template-columns:48px}.decode-merge-aligned-frame .decode-frame-heading>div:first-child>span{font-size:.4rem}.decode-merge-aligned-frame .decode-counts{gap:3px;min-width:0}.decode-merge-aligned-frame .decode-counts>span{min-width:0;padding:3px 4px;font-size:.27rem}.decode-merge-aligned-frame .decode-counts>span>b{font-size:.32rem}.decode-merge-aligned-frame .decode-simple-label>strong{font-size:.48rem}.decode-merge-aligned-frame .decode-merge-state{grid-template-rows:32px 8px minmax(0,1fr);grid-template-columns:48px minmax(0,1fr);gap:0 4px}.decode-merge-aligned-frame .decode-prefill-sample{grid-template-rows:1fr;grid-template-columns:58px minmax(0,1fr) 24px 30px;column-gap:3px;padding:4px}.decode-merge-aligned-frame .decode-prefill-sample>strong{font-size:.34rem}.decode-merge-aligned-frame .decode-prefill-sample>div{height:23px;margin:0}.decode-merge-aligned-frame .decode-prefill-sample>span{font-size:.24rem}.decode-merge-aligned-frame .decode-prefill-sample>b{height:24px;font-size:.46rem}.decode-merge-stage-arrow{width:1px}.decode-merge-stage-arrow:after{border-width:0 1px 1px 0;width:5px;height:5px}.decode-merge-aligned-frame .decode-merge-state>.decode-sequence-stage{gap:3px;padding:0}.decode-merge-aligned-frame .decode-real-token-lane,.decode-merge-aligned-frame .decode-real-kv-lane{border-radius:6px;grid-template-columns:48px minmax(0,1fr);gap:3px;padding:2px 4px}.decode-merge-aligned-frame .decode-real-token-lane>label,.decode-merge-aligned-frame .decode-real-kv-lane>label{white-space:normal}.decode-merge-state .decode-real-token-lane i,.decode-merge-state .decode-real-kv-lane i{height:24px;font-size:.32rem}.decode-merge-action-row{grid-template-columns:48px minmax(0,1fr);gap:4px}.decode-merge-aligned-frame .decode-merge-action-row{transform:none}.decode-merge-aligned-frame .decode-merge-forward{height:74px;margin-top:0}.decode-merge-output-row{grid-template-columns:48px minmax(0,1fr);gap:4px}.decode-merge-action-row:before,.decode-merge-forward:before,.decode-merge-output-row:before{width:1px;height:4px;top:-5px}.decode-merge-action-row:after,.decode-merge-forward:after,.decode-merge-output-row:after{border-width:0 1px 1px 0;width:6px;height:6px;top:-5px}.decode-merge-action-row:before{left:90px}.decode-merge-action-row:after{left:87px}.decode-merge-forward:before,.decode-merge-forward:after{content:none}.decode-merge-route{border-width:0 1px 1px 0;border-bottom-right-radius:3px;height:4px;top:-5px;left:78px;right:58px}.decode-merge-route>i{width:1px;height:4px}.decode-merge-route>i:after{border-width:0 1px 1px 0;width:5px;height:5px;left:-2px}.decode-merge-forward>.decode-simple-label,.decode-merge-forward>.decode-normal-forward-flow{transform:translateY(2px)}.decode-merge-output-row:before{left:calc(50% + 26px)}.decode-merge-output-row:after{left:calc(50% + 23px)}.decode-normal-output-row:before,.decode-merge-output-row:before{left:calc(50% + 113px)}.decode-normal-output-row:after,.decode-merge-output-row:after{left:calc(50% + 110px)}.decode-merge-action-stage{grid-template-columns:minmax(78px,1fr) 12px 68px 12px minmax(96px,1fr);gap:3px}.decode-action-arrow{height:1px}.decode-action-arrow:after{border-width:1px 1px 0 0;width:4px;height:4px;top:-2px}.decode-merge-forward .decode-normal-forward-flow{grid-template-columns:52px 8px 90px 12px minmax(0,1fr);gap:3px}.decode-tail-hit-panel,.decode-rollback-visual,.decode-merge-module-visual{border-radius:8px;height:86px;padding:5px}.decode-tail-hit-panel>strong,.decode-rollback-visual>strong,.decode-merge-module-visual>strong{font-size:.36rem}.decode-merge-tail-words{margin:5px 0 4px}.decode-merge-tail-words>i{border-radius:4px;min-width:20px;height:24px;padding:0 2px;font-size:.32rem}.decode-tail-hit-panel>span{gap:3px}.decode-tail-hit-panel>span>b,.decode-tail-hit-panel>span>em,.decode-rollback-visual>small{font-size:.27rem}.decode-rollback-visual>div{grid-template-columns:minmax(20px,1fr) 31px;gap:3px;margin:5px 0 3px}.decode-memory-mini{border-radius:4px;height:22px}.decode-rollback-visual>div>b{border-radius:4px;min-width:31px;height:27px;padding:0 2px;font-size:.25rem}.decode-merge-module-visual>div{gap:2px;margin-top:6px}.decode-merge-module-visual>div>span,.decode-merge-module-visual>div>em{border-radius:4px;min-width:20px;height:27px;padding:0 2px;font-size:.29rem}.decode-merge-module-visual>div>span+span{margin-left:-6px}.decode-merge-module-visual>div>i{font-size:.35rem}.decode-merge-module-visual>div>b{border-radius:6px;width:27px;height:32px;font-size:.42rem}.decode-merge-module-visual>div>em{min-width:32px;font-size:.34rem}.decode-merge-aligned-frame .decode-context-input,.decode-merge-forward .decode-network-field,.decode-merge-forward .decode-output-pair,.decode-merge-forward .decode-word-embedding{height:72px;min-height:72px}.decode-merge-forward .decode-context-input{padding:5px}.decode-merge-forward .decode-context-input>strong{font-size:.38rem;line-height:1.15}.decode-merge-forward .decode-context-memory{height:30px;margin-top:3px}.decode-merge-forward .decode-memory-plate{border-radius:5px;height:19px}.decode-merge-forward .decode-memory-ribbon{border-radius:6px;height:21px}.decode-merge-forward .decode-word-embedding>small{font-size:.25rem}.decode-merge-forward .decode-word-embedding>strong{font-size:.47rem}.decode-merge-forward .decode-word-embedding>em{font-size:.38rem}}.task-adaptation-section{color:#171a22;background:radial-gradient(circle at 12% 72%,#47949d0e,#0000 27%),radial-gradient(circle at 88% 20%,#5e6cc411,#0000 29%),#fbfbfd;align-items:center;min-height:max(980px,100svh);padding:94px 0 108px;display:flex;position:relative;overflow:hidden}.task-adaptation-section:before{opacity:.32;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:68px 68px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 82%);mask-image:radial-gradient(circle,#000,#0000 82%)}.task-adaptation-shell{z-index:1;width:min(1360px,100% - 64px);margin:0 auto;position:relative}.task-adaptation-heading{min-height:132px}.task-adaptation-heading>div>p{color:#454b57;letter-spacing:.1em;text-transform:uppercase;align-items:center;gap:14px;margin:0 0 13px;font-size:1.04rem;font-weight:700;display:flex}.task-adaptation-heading>div>p>span{color:#6673ca;letter-spacing:0;border:1px solid #5360ba38;border-radius:50%;place-items:center;width:42px;height:42px;font-size:.86rem;display:grid}.task-adaptation-heading h2{letter-spacing:-.035em;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(2.1rem,3.2vw,3.35rem);font-weight:400;line-height:.98}.task-adaptation-figure{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffe0;border:1px solid #262d401d;border-radius:28px;margin:0;padding:22px 24px 20px;position:relative;box-shadow:0 30px 86px #1f263e13,inset 0 1px #fffffffa}.adapt-frozen-rail{background:linear-gradient(90deg,#f8f9fcf5,#fffffffa);border:1px solid #2d354a1b;border-radius:18px;align-items:center;gap:11px;min-height:64px;padding:0 20px;display:flex;position:relative;overflow:hidden}.adapt-frozen-rail>strong{z-index:1;color:#272d39;font-size:1.15rem;font-weight:700;position:relative}.adapt-frozen-rail>span:not(.adapt-lock){z-index:1;color:#747b89;font-size:.96rem;font-weight:600;position:relative}.adapt-lock{z-index:1;background:#fff;border:1px solid #474f6324;border-radius:50%;place-items:center;width:32px;height:32px;display:grid;position:relative}.adapt-lock:before{content:"";border:1.5px solid #7c8391;border-bottom:0;border-radius:7px 7px 0 0;width:9px;height:7px;margin-top:-9px}.adapt-lock>i{background:#7c8391;border-radius:2px;width:12px;height:9px;position:absolute;top:14px}.adapt-rail-line{background:linear-gradient(90deg,#6f778940,#6f778908);height:1px;position:absolute;left:282px;right:18px}.adapt-rail-line:after{content:"";background:#969daa;border-radius:50%;width:7px;height:7px;position:absolute;top:-3px;right:0;box-shadow:0 0 0 5px #9097a514}.adapt-story-grid{background-color:#fdfdfeb8;background-image:linear-gradient(#2a304106 1px,#0000 1px),linear-gradient(90deg,#2a304106 1px,#0000 1px),none;background-position:0 0,0 0,0 0;background-repeat:repeat,repeat,repeat;background-size:44px 44px;background-attachment:scroll,scroll,scroll;background-origin:padding-box,padding-box,padding-box;background-clip:border-box,border-box,border-box;border:1px solid #2b324617;border-radius:22px;grid-template-columns:.94fr 1.08fr 1.08fr;min-height:548px;margin-top:18px;display:grid;overflow:hidden}.adapt-stage{flex-direction:column;min-width:0;padding:26px 27px 24px;transition:background .7s,box-shadow .7s;display:flex;position:relative}.adapt-stage+.adapt-stage{border-left:1px solid #2a31441a}.adapt-stage:after{opacity:0;content:"";background:linear-gradient(90deg,#0000,#5e6cc6c7,#4a979fb8,#0000);height:3px;transition:opacity .6s,transform .8s;position:absolute;top:0;left:0;right:0;transform:scaleX(.55)}.adapt-stage.is-active{background:linear-gradient(#f6f8fec7,#ffffff6b);box-shadow:inset 0 0 50px #5d6bc209}.adapt-stage.is-active:after{opacity:1;transform:scaleX(1)}.adapt-stage-heading{align-items:center;gap:14px;min-height:60px;display:flex}.adapt-stage-heading>span{color:#6370c6;background:#ffffffd1;border:1px solid #5663be2e;border-radius:50%;flex:0 0 42px;place-items:center;width:42px;height:42px;font-size:.9rem;font-weight:700;display:grid}.adapt-stage-heading small{color:#747b88;letter-spacing:.075em;text-transform:uppercase;margin-bottom:3px;font-size:.82rem;font-weight:700;display:block}.adapt-stage-heading h3{color:#262c38;margin:0;font-size:clamp(1.27rem,1.45vw,1.52rem);font-weight:700;line-height:1.1}.adapt-corpus{min-height:210px;margin:25px 3px 18px;position:relative}.adapt-paper{background:#fffffff5;border:1px solid #373f541f;border-radius:14px;position:absolute;box-shadow:0 14px 34px #2930480e}.adapt-paper-back{opacity:.48;inset:14px 2px 0 24px;transform:rotate(2.2deg)}.adapt-paper-middle{opacity:.72;inset:7px 12px;transform:rotate(-1.3deg)}.adapt-paper-front{color:#636a76;flex-direction:column;justify-content:center;gap:11px;padding:22px 23px;font-size:.96rem;line-height:1.35;display:flex;inset:0 20px 14px 0}.adapt-paper-front mark{color:#4c589c;background:#606fc914;border:1px solid #5866c22b;border-radius:5px;padding:1px 4px 2px;transition:background .5s,color .5s,box-shadow .5s}.adapt-rules-stage.is-active .adapt-paper-front mark{color:#344287;background:#606fc926;animation:1.8s ease-in-out infinite alternate adaptMarkPulse;box-shadow:0 0 0 3px #606fc90b}.adapt-rules-stage.is-active .adapt-paper-front span:nth-child(3) mark{animation-delay:.32s}.adapt-rules-stage.is-active .adapt-paper-front span:nth-child(4) mark{animation-delay:.64s}.adapt-scan-line{opacity:0;background:linear-gradient(#0000,#6472c9 42%,#58a0a8 58%,#0000);border-radius:99px;width:2px;position:absolute;top:12px;bottom:27px;left:0;box-shadow:0 0 18px #596ac642}.adapt-rules-stage.is-active .adapt-scan-line{opacity:.9;animation:3.6s ease-in-out infinite adaptScan}.adapt-rule-extraction{background:#ffffffdb;border:1px solid #343d541c;border-radius:15px;grid-template-columns:auto 1fr 72px;align-items:center;gap:12px;min-height:70px;padding:11px 13px 11px 18px;display:grid}.adapt-rule-extraction>span{color:#3d4552;font-size:.96rem;font-weight:700}.adapt-rule-extraction>i{background:linear-gradient(90deg,#5562b93d,#48949d99);height:1px}.adapt-rule-extraction>strong{color:#3f6f77;background:linear-gradient(135deg,#5097a014,#5f6ec412);border:1px solid #49929b38;border-radius:11px;place-items:center;min-height:46px;font-size:1.4rem;display:grid}.adapt-rule-extraction sub,.adapt-module sub,.adapt-final-module sub,.adapt-gradient-note sub{font-size:.68em}.adapt-coverage{margin-top:auto;padding-top:18px}.adapt-coverage>div:first-child{color:#636a78;justify-content:space-between;align-items:baseline;gap:16px;font-size:.94rem;display:flex}.adapt-coverage>div:first-child strong{color:#32727b;font-size:1.02rem}.adapt-coverage-track{background:#434d6612;border-radius:999px;height:9px;margin-top:9px;overflow:hidden}.adapt-coverage-track>i{border-radius:inherit;transform-origin:0;background:linear-gradient(90deg,#6572c9,#58a0a8);width:78%;height:100%;transition:transform .9s cubic-bezier(.2,.8,.2,1);display:block}.adapt-rules-stage:not(.is-active) .adapt-coverage-track>i{transform:scaleX(.68)}.adapt-sft-init{grid-template-columns:minmax(0,1fr) 28px minmax(0,1fr);align-items:center;gap:8px;margin:25px 0 18px;display:grid}.adapt-sft-init>span{color:#6c78c7;text-align:center;font-size:1.55rem}.adapt-module{text-align:center;background:#ffffffeb;border:1px solid #343c521f;border-radius:16px;flex-direction:column;justify-content:center;align-items:center;min-height:82px;display:flex;box-shadow:0 12px 28px #2a31480b}.adapt-module small{color:#777e8b;margin-bottom:7px;font-size:.82rem;font-weight:600}.adapt-module strong{color:#303744;font-size:1.36rem}.adapt-module-sft{background:linear-gradient(145deg,#f6f7fffa,#f2fafaf2);border-color:#5967c347;box-shadow:0 14px 32px #5160ba17}.adapt-module-sft strong{color:#4d5aa5}.adapt-module-sft sup,.adapt-policy-model sup,.adapt-reference-model sup{letter-spacing:.04em;margin-left:3px;font-size:.52em}.adapt-sft-stage.is-active .adapt-module-sft{animation:2.4s ease-in-out infinite adaptModuleBreath}.adapt-distillation-panel{background:#ffffffe0;border:1px solid #3039501c;border-radius:17px;padding:17px 18px}.adapt-distribution-row{grid-template-columns:minmax(128px,1fr) 136px;align-items:center;gap:18px;min-height:86px;display:grid}.adapt-distribution-row>div:first-child>span{color:#303743;margin-bottom:5px;font-size:1.06rem;font-weight:700;display:block}.adapt-distribution-row>div:first-child>small{color:#777e8b;font-size:.86rem;line-height:1.35}.adapt-probability-bars{border-bottom:1px solid #3b456029;justify-content:center;align-items:end;gap:8px;height:58px;padding:7px 11px;display:flex}.adapt-probability-bars>i{background:linear-gradient(#7a86d4,#62a0a7);border-radius:4px 4px 1px 1px;width:13px;min-height:8px;transition:height .9s}.adapt-student>i{opacity:.82}.adapt-alignment{color:#5e68ad;text-align:center;grid-template-columns:1fr auto 1fr;align-items:center;gap:10px;font-size:.86rem;font-weight:700;display:grid}.adapt-alignment>i{background:linear-gradient(90deg,#0000,#5c68bb57);height:1px}.adapt-alignment>i:last-child{transform:scaleX(-1)}.adapt-sft-stage.is-active .adapt-alignment>span{animation:2.2s ease-in-out infinite adaptTextPulse}.adapt-gradient-note{color:#475391;background:#5e6cc30e;border:1px solid #5966bc26;border-radius:14px;justify-content:center;align-items:center;gap:9px;min-height:53px;margin-top:auto;font-size:.98rem;display:flex}.adapt-gradient-note>span{font-size:1.35rem}.adapt-dpo-models{grid-template-columns:1fr 1fr;gap:10px;margin:25px 0 16px;display:grid}.adapt-policy-model,.adapt-reference-model{text-align:center;border-radius:15px;flex-direction:column;justify-content:center;align-items:center;min-height:78px;display:flex}.adapt-policy-model{background:linear-gradient(145deg,#f4f6fffa,#f1fafaf2);border:1px solid #5866c24a;box-shadow:0 14px 32px #505fb813}.adapt-reference-model{background:#f8f9fbf0;border:1px solid #373f541f}.adapt-policy-model small,.adapt-reference-model small{color:#6f7684;margin-bottom:6px;font-size:.82rem;font-weight:600}.adapt-policy-model strong,.adapt-reference-model strong{color:#3e4b92;font-size:1.32rem}.adapt-reference-model strong{color:#59606d}.adapt-dpo-stage.is-active .adapt-policy-model{animation:2.4s ease-in-out infinite adaptModuleBreath}.adapt-preference-panel{background:#ffffffe3;border:1px solid #3139501c;border-radius:17px;padding:16px}.adapt-context-line{color:#454c59;align-items:center;gap:12px;margin-bottom:12px;font-size:.93rem;font-weight:700;display:flex}.adapt-context-line>i{background:linear-gradient(90deg,#47516c45,#0000);flex:1;height:1px}.adapt-ending{border-radius:12px;grid-template-columns:34px 1fr auto;align-items:center;gap:10px;min-height:67px;padding:10px 12px;display:grid}.adapt-ending+.adapt-ending{margin-top:8px}.adapt-ending>span{border-radius:50%;place-items:center;width:30px;height:30px;font-size:1rem;font-weight:700;display:grid}.adapt-ending small{letter-spacing:.055em;text-transform:uppercase;margin-bottom:2px;font-size:.79rem;font-weight:700;display:block}.adapt-ending strong{color:#303743;font-size:.98rem}.adapt-ending em{font-size:.92rem;font-style:normal;font-weight:700}.adapt-ending-preferred{background:#48969f11;border:1px solid #418f982e}.adapt-ending-preferred>span{color:#35727a;background:#41919a21}.adapt-ending-preferred small,.adapt-ending-preferred em{color:#39767e}.adapt-ending-rejected{background:#646c8009;border:1px solid #545b6d1a}.adapt-ending-rejected>span{color:#777e8b;background:#646b7d17}.adapt-ending-rejected small,.adapt-ending-rejected em{color:#777e8b}.adapt-dpo-stage.is-active .adapt-ending-preferred{animation:2.5s ease-in-out infinite adaptPreferred}.adapt-final-module{background:linear-gradient(90deg,#5e6cc40e,#44939c13);border:1px solid #5967c22e;border-radius:14px;grid-template-columns:auto 28px minmax(0,1fr);align-items:center;gap:8px;min-height:58px;margin-top:auto;padding:9px 12px 9px 16px;display:grid}.adapt-final-module>span{color:#697180;font-size:.86rem;font-weight:600}.adapt-final-module>i{color:#6673c9;text-align:center;font-size:1.24rem;font-style:normal}.adapt-final-module>strong{color:#3f4b91;text-align:right;font-size:1.08rem}.adapt-outcome-row{background:linear-gradient(90deg,#f7f9fef5,#f6fbfbf5);border:1px solid #2c344a1b;border-radius:18px;grid-template-columns:minmax(235px,.8fr) 1fr minmax(205px,.72fr) minmax(240px,auto);align-items:center;gap:20px;min-height:92px;margin-top:18px;padding:15px 20px;display:grid}.adapt-outcome-row>div>span{color:#747b88;margin-bottom:3px;font-size:.88rem;font-weight:600;display:block}.adapt-outcome-row>div>strong{color:#333a47;font-size:1.18rem}.adapt-outcome-row>div:nth-of-type(2)>strong{color:#36747c}.adapt-outcome-row>i{background:linear-gradient(90deg,#6271c957,#44949db8);border-radius:99px;height:2px;position:relative}.adapt-outcome-row>i:after{content:"";border-top:2px solid #4d969e;border-right:2px solid #4d969e;width:9px;height:9px;position:absolute;top:-4px;right:-1px;transform:rotate(45deg)}.adapt-outcome-row>p{color:#555d69;text-align:right;border-left:1px solid #373f541f;margin:0;padding:12px 16px;font-size:.98rem}.adapt-outcome-row>p>strong{color:#4c58a0;margin-left:5px;font-size:1.32rem}.task-adaptation-figure>figcaption{color:#333a46;text-align:center;margin:18px 12px 0;font-size:1.08rem;font-weight:600;line-height:1.52}.adapt-stage-controls{justify-content:center;gap:9px;margin-top:17px;display:flex}.adapt-stage-controls>button{color:#68707d;cursor:pointer;background:#ffffffe0;border:1px solid #3139501f;border-radius:999px;align-items:center;gap:7px;min-height:39px;padding:0 13px;font-size:.88rem;font-weight:600;transition:border-color .24s,background .24s,color .24s,transform .24s;display:inline-flex}.adapt-stage-controls>button>span{color:#6874c7;font-size:.82rem;font-weight:700}:is(.adapt-stage-controls>button:hover,.adapt-stage-controls>button:focus-visible,.adapt-stage-controls>button.is-active){color:#394588;background:#f4f6fffa;border-color:#5765bf4a;outline:none;transform:translateY(-1px)}@keyframes adaptScan{0%,to{opacity:0;transform:translate(18px)}13%{opacity:.88}82%{opacity:.88}94%{opacity:0;transform:translate(295px)}}@keyframes adaptMarkPulse{0%{filter:saturate(.88)}to{filter:saturate(1.18)}}@keyframes adaptModuleBreath{0%,to{transform:translateY(0);box-shadow:0 14px 32px #5160ba13}50%{transform:translateY(-2px);box-shadow:0 18px 38px #5160ba26}}@keyframes adaptTextPulse{0%,to{color:#5e68ad}50%{color:#3f4d9e}}@keyframes adaptPreferred{0%,to{box-shadow:none;transform:translateY(0)}50%{transform:translateY(-2px);box-shadow:0 10px 22px #397e8717}}@media (max-width:1120px){.adapt-story-grid{grid-template-columns:1fr}.adapt-stage+.adapt-stage{border-top:1px solid #2a31441a;border-left:0}.adapt-stage{min-height:520px}.adapt-corpus{width:min(560px,100%)}.adapt-sft-init,.adapt-distillation-panel,.adapt-dpo-models,.adapt-preference-panel{width:min(620px,100%)}.adapt-outcome-row{grid-template-columns:1fr .45fr 1fr}.adapt-outcome-row>p{text-align:center;border-top:1px solid #373f541a;border-left:0;grid-column:1/-1;padding:12px 0 0}}@media (max-width:700px){.task-adaptation-section{min-height:0;padding:76px 0 86px}.task-adaptation-shell{width:min(100% - 28px,620px)}.task-adaptation-heading{min-height:112px}.task-adaptation-heading>div>p{gap:9px;font-size:.78rem}.task-adaptation-heading>div>p>span{width:35px;height:35px;font-size:.72rem}.task-adaptation-heading h2{font-size:clamp(1.65rem,8vw,2.3rem)}.task-adaptation-figure{border-radius:21px;padding:13px}.adapt-frozen-rail{min-height:58px;padding:0 13px}.adapt-frozen-rail>strong{font-size:1rem}.adapt-frozen-rail>span:not(.adapt-lock){font-size:.84rem}.adapt-rail-line{display:none}.adapt-stage{min-height:0;padding:22px 17px}.adapt-stage-heading h3{font-size:1.26rem}.adapt-paper-front{padding:18px;font-size:.9rem}.adapt-sft-init{grid-template-columns:1fr}.adapt-sft-init>span{transform:rotate(90deg)}.adapt-distribution-row{grid-template-columns:minmax(110px,1fr) 120px}.adapt-dpo-models{grid-template-columns:1fr}.adapt-ending{grid-template-columns:34px 1fr}.adapt-ending>em{grid-column:2}.adapt-final-module{text-align:center;grid-template-columns:1fr}.adapt-final-module>strong{text-align:center}.adapt-outcome-row{text-align:center;grid-template-columns:1fr}.adapt-outcome-row>i{display:none}.task-adaptation-figure>figcaption{font-size:.97rem}.adapt-stage-controls{flex-wrap:wrap}}.adapt-academic-figure{-webkit-backdrop-filter:none;backdrop-filter:none;background:#fff;border:1px solid #d9dde5;border-radius:8px;padding:0;overflow:hidden;box-shadow:0 18px 52px #1f263e11}.adapt-academic-canvas{background-color:#fff;background-image:linear-gradient(#2e364706 1px,#0000 1px),linear-gradient(90deg,#2e364706 1px,#0000 1px),none;background-position:0 0,0 0,0 0;background-repeat:repeat,repeat,repeat;background-size:36px 36px;background-attachment:scroll,scroll,scroll;background-origin:padding-box,padding-box,padding-box;background-clip:border-box,border-box,border-box;grid-template-columns:minmax(300px,.78fr) minmax(760px,2.22fr);display:grid}.adapt-rule-lane,.adapt-module-lane{min-width:0;padding:25px 26px 24px;position:relative}.adapt-rule-lane{background:#f8fbfac2;border-right:1px solid #d9dde5}.adapt-module-lane{background:#fcfcfda8}.adapt-lane-heading{border-bottom:1px solid #dfe2e8;align-items:flex-start;gap:11px;min-height:54px;display:flex}.adapt-lane-heading>span{color:#667085;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1rem;line-height:1.25}.adapt-lane-heading h3{color:#252b35;letter-spacing:0;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.28rem;font-weight:600;line-height:1.05}.adapt-lane-heading p{color:#707784;margin:5px 0 0;font-size:.78rem;font-weight:600;line-height:1.25}.adapt-task-corpus,.adapt-frequency-miner,.adapt-rule-ledger,.adapt-span-matcher,.adapt-pooling-module,.adapt-task-output,.adapt-objective{background:#fff;border:1px solid #d7dce4;border-radius:6px}.adapt-task-corpus{margin-top:18px;padding:13px 14px 14px}.adapt-node-label{justify-content:space-between;align-items:baseline;gap:12px;display:flex}.adapt-node-label strong{color:#333a45;font-size:.82rem;font-weight:700}.adapt-node-label>span{color:#3d756d;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.98rem;font-style:italic}.adapt-node-label sub,.adapt-rule-ledger sub,.adapt-parameter-state sub,.adapt-rule-transfer sub,.adapt-span-matcher sub,.adapt-pooling-module sub,.adapt-task-output sub,.adapt-objective sub,.adapt-ownership-summary sub{font-size:.7em}.adapt-token-ribbons{gap:7px;margin-top:12px;display:grid}.adapt-token-ribbons p{white-space:nowrap;align-items:center;gap:3px;min-width:0;margin:0;display:flex}.adapt-token-ribbons span,.adapt-token-ribbons mark{color:#606875;background:#f7f8fa;border:1px solid #e1e4e9;border-radius:3px;padding:3px 5px;font-family:ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;font-size:.66rem;line-height:1}.adapt-token-ribbons mark{color:#2f685f;background:#eaf4f1;border-color:#a9c8c1;animation:3.2s ease-in-out infinite adaptAcademicMark}.adapt-token-ribbons p:nth-child(2) mark{animation-delay:.45s}.adapt-token-ribbons p:nth-child(3) mark{animation-delay:.9s}.adapt-vertical-flow{color:#727985;place-items:center;height:38px;font-size:.67rem;font-weight:600;display:grid}.adapt-vertical-flow span{background:#f8fbfa;margin-left:116px;position:absolute}.adapt-vertical-flow i{background:#81928f;width:1px;height:32px;display:block;position:relative}.adapt-vertical-flow i:after{content:"";border-bottom:1.5px solid #647873;border-right:1.5px solid #647873;width:6px;height:6px;position:absolute;bottom:0;right:-3px;transform:rotate(45deg)}.adapt-frequency-miner{padding:12px 14px 11px}.adapt-frequency-miner>small{color:#6c7480;text-align:center;margin-top:6px;font-size:.68rem;display:block}.adapt-frequency-plot{border-bottom:1px solid #b9c0ca;justify-content:center;align-items:end;gap:9px;height:76px;margin-top:10px;padding:5px 15px 0;display:flex;position:relative}.adapt-frequency-plot>i{background:#e6e8ec;border:1px solid #c3c8d0;border-bottom:0;border-radius:2px 2px 0 0;width:13px;display:block}.adapt-frequency-plot>i.is-selected{background:#75a99e;border-color:#659589}.adapt-threshold{border-top:1px dashed #8a6a3e;height:0;position:absolute;bottom:43%;left:4px;right:4px}.adapt-threshold>span{color:#8a6330;background:#fff;padding-left:4px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.78rem;font-style:italic;position:absolute;top:-9px;right:0}.adapt-rule-ledger{overflow:hidden}.adapt-rule-ledger header{background:#edf6f3;border-bottom:1px solid #d8e5e1;justify-content:space-between;align-items:center;gap:10px;min-height:48px;padding:8px 12px;display:flex}.adapt-rule-ledger header small,.adapt-rule-ledger header strong{display:block}.adapt-rule-ledger header small{color:#567269;font-size:.65rem}.adapt-rule-ledger header strong{color:#2f675f;margin-top:1px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.03rem}.adapt-rule-ledger header>span{color:#3f776d;text-align:right;font-size:.63rem;font-weight:700}.adapt-rule-ledger>div{color:#656d78;justify-content:space-between;align-items:center;gap:8px;min-height:29px;padding:0 11px;display:flex}.adapt-rule-ledger>div+div{border-top:1px solid #eceef2}.adapt-rule-ledger code{color:#3a4850;font-size:.66rem}.adapt-rule-ledger>div>span{color:#5d8179;font-size:.61rem}.adapt-parameter-path{grid-template-columns:minmax(112px,.82fr) minmax(72px,.52fr) minmax(112px,.82fr) minmax(72px,.52fr) minmax(124px,.92fr);align-items:center;gap:9px;margin-top:18px;display:grid}.adapt-parameter-state{background:#f2f4fb;border:1px solid #aeb8d7;border-radius:5px;flex-direction:column;justify-content:center;align-items:center;min-height:58px;display:flex}.adapt-parameter-state small{color:#66708f;margin-bottom:3px;font-size:.65rem;font-weight:600}.adapt-parameter-state strong{color:#3d4d8e;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.06rem}.adapt-parameter-base{background:#f7f7f8;border-color:#c8ccd5}.adapt-parameter-base strong{color:#535b67}.adapt-parameter-final{background:#e9edf9;border-color:#7382ba}.adapt-parameter-step{color:#7c5b2d;grid-template-columns:auto 1fr;align-items:center;gap:7px;font-size:.67rem;font-weight:800;display:grid}.adapt-parameter-step i,.adapt-horizontal-flow i{background:#8790a2;height:1px;display:block;position:relative}.adapt-parameter-step i:after,.adapt-horizontal-flow i:after{content:"";border-top:1.5px solid #667085;border-right:1.5px solid #667085;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-rule-transfer{color:#397066;align-items:center;gap:9px;width:28%;height:33px;margin:8px 0 0;font-size:.67rem;font-weight:700;display:flex;position:relative}.adapt-rule-transfer:before{content:"";border-top:1px dashed #6d9d92;width:28px;position:absolute;top:50%;right:calc(100% + 26px)}.adapt-rule-transfer i{border-top:1px dashed #6d9d92;flex:1;height:0;position:relative}.adapt-rule-transfer i:after{content:"";border-top:1.5px solid #4f8177;border-right:1.5px solid #4f8177;width:6px;height:6px;position:absolute;top:-4px;right:0;transform:rotate(45deg)}.adapt-forward-path{grid-template-columns:minmax(152px,1.08fr) 30px minmax(170px,1.18fr) 30px minmax(155px,1.04fr) 30px minmax(116px,.78fr);align-items:center;gap:7px;min-height:180px;display:grid}.adapt-span-matcher{text-align:center;padding:14px 11px 12px}.adapt-span-matcher>small,.adapt-task-output>small{color:#69717e;font-size:.68rem;font-weight:700}.adapt-input-token-row{justify-content:center;align-items:center;gap:3px;margin:14px 0 10px;display:flex}.adapt-input-token-row>span{color:#59616d;background:#f7f8fa;border:1px solid #d4d8df;border-radius:3px;place-items:center;width:27px;height:31px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.84rem;display:grid;position:relative}.adapt-input-token-row>span.is-matched{color:#2f6d63;background:#eaf4f1;border-color:#79a69c}.adapt-input-token-row>span.is-matched:before{content:"";border-top:1px solid #4f8278;height:4px;position:absolute;top:-7px;left:-3px;right:-3px}.adapt-input-token-row>span.is-first:before{border-left:1px solid #4f8278;left:1px}.adapt-input-token-row>span.is-last:before{border-right:1px solid #4f8278;right:1px}.adapt-span-matcher>strong{color:#39736a;font-size:.67rem}.adapt-horizontal-flow{width:100%}.adapt-pooling-module{background:#f7f8fd;border-color:#9aa7d0;padding:11px 12px 10px}.adapt-pooling-module header{justify-content:space-between;align-items:baseline;gap:8px;display:flex}.adapt-pooling-module header small{color:#4b5e9d;text-transform:uppercase;font-size:.64rem;font-weight:800}.adapt-pooling-module header strong{color:#33427b;font-size:.77rem}.adapt-pooling-diagram{grid-template-columns:40px 1fr 48px;align-items:center;gap:11px;min-height:91px;margin-top:7px;display:grid}.adapt-pooling-inputs,.adapt-pooling-heads{gap:5px;display:grid}.adapt-pooling-inputs span{color:#45558f;background:#fff;border:1px solid #aab4d4;border-radius:3px;place-items:center;height:23px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.7rem;display:grid}.adapt-pooling-heads{justify-content:center;align-items:center;gap:7px;display:flex;position:relative}.adapt-pooling-heads:before,.adapt-pooling-heads:after{content:"";background:#9aa5c8;width:20px;height:1px;position:absolute;top:50%}.adapt-pooling-heads:before{right:100%}.adapt-pooling-heads:after{left:100%}.adapt-pooling-heads i{background:#fff;border:2px solid #6475b2;border-radius:50%;width:11px;height:11px;display:block}.adapt-surrogate-token{color:#34447f;background:#e7ebf8;border:1.5px solid #6375b3;border-radius:4px;place-items:center;height:52px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.9rem;font-weight:700;display:grid}.adapt-pooling-module>p{color:#6c748a;text-align:center;margin:0;font-size:.62rem}.adapt-frozen-backbone{min-height:132px;position:relative}.adapt-backbone-layer{background:#f1f2f4;border:1px solid #c9ced6;border-radius:5px;position:absolute}.adapt-backbone-layer-back{background:#e7e9ed;inset:16px 0 2px 16px}.adapt-backbone-layer-middle{background:#eef0f2;inset:8px 8px 10px}.adapt-backbone-layer-front{text-align:center;background:repeating-linear-gradient(135deg,#f7f7f8 0 5px,#f1f2f4 5px 10px);border-color:#aeb5bf;flex-direction:column;justify-content:center;align-items:center;display:flex;inset:0 16px 18px 0}.adapt-backbone-layer-front small{color:#656d78;font-size:.67rem;font-weight:700}.adapt-backbone-layer-front strong{color:#3e4651;margin:4px 0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.35rem}.adapt-backbone-layer-front em{color:#6b727d;font-size:.63rem;font-style:normal;font-weight:700}.adapt-backbone-lock{background:#747c87;border-radius:2px;width:14px;height:11px;position:absolute;top:8px;right:8px}.adapt-backbone-lock:before{content:"";border:1.5px solid #747c87;border-bottom:0;border-radius:6px 6px 0 0;width:6px;height:7px;position:absolute;top:-7px;left:3px}.adapt-backbone-lock i{background:#fff;width:2px;height:4px;position:absolute;top:4px;left:6px}.adapt-task-output{text-align:center;padding:13px 9px 11px}.adapt-output-bars{border-bottom:1px solid #aeb5bf;justify-content:center;align-items:end;gap:6px;height:67px;margin:10px 4px 8px;padding:0 4px;display:flex}.adapt-output-bars i{background:#dfe2e7;border:1px solid #c3c8d0;border-bottom:0;width:10px}.adapt-output-bars i.is-high{background:#bf9457;border-color:#9a743e}.adapt-task-output>strong{color:#505866;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.77rem}.adapt-learning-signals{border-top:1px dashed #c8cdd5;grid-template-columns:minmax(180px,1fr) minmax(110px,.58fr) minmax(180px,1fr);align-items:end;gap:18px;min-height:145px;margin-top:6px;padding:25px 74px 0;display:grid;position:relative}.adapt-objective{background:#fcfaf6;border-color:#d7c6ad;min-height:108px;padding:10px 12px;position:relative}.adapt-objective header{align-items:center;gap:7px;display:flex}.adapt-objective header>span{color:#8a612c;border:1px solid #ad8550;border-radius:50%;place-items:center;width:19px;height:19px;font-size:.61rem;font-weight:800;display:grid}.adapt-objective header strong{color:#634b2e;font-size:.73rem}.adapt-objective>code{color:#8a612c;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.72rem;font-style:italic;position:absolute;bottom:8px;right:10px}.adapt-logit-pair{grid-template-columns:1fr 16px 1fr;align-items:end;gap:5px;margin-top:8px;display:grid}.adapt-logit-pair>div{border-bottom:1px solid #bfc4cb;justify-content:center;align-items:end;gap:3px;height:48px;padding-top:14px;display:flex}.adapt-logit-pair>div>small{color:#767068;margin-bottom:30px;font-size:.56rem;position:absolute}.adapt-logit-pair>div>i{background:#d3c4ae;width:6px;height:13px}.adapt-logit-pair>div>i:nth-of-type(2){height:21px}.adapt-logit-pair>div>i.is-high{background:#a87c42;height:28px}.adapt-logit-pair>span{color:#8a612c;text-align:center;align-self:center;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.92rem}.adapt-gradient-target{color:#43558f;text-align:center;flex-direction:column;justify-content:center;align-items:center;min-height:88px;display:flex;position:relative}.adapt-gradient-target:before,.adapt-gradient-target:after{content:"";border-top:1px solid #a47d48;width:calc(100% + 20px);position:absolute;bottom:45px}.adapt-gradient-target:before{right:64%}.adapt-gradient-target:after{left:64%}.adapt-gradient-target>i{background:#6071aa;width:1px;height:88px;position:absolute;bottom:44px;left:50%}.adapt-gradient-target>i:before{content:"";border-top:1.5px solid #4c5f9e;border-left:1.5px solid #4c5f9e;width:6px;height:6px;position:absolute;top:0;left:-3px;transform:rotate(45deg)}.adapt-gradient-target>strong{z-index:1;background:#fcfcfd;padding:3px 7px;font-size:.8rem;position:relative}.adapt-gradient-target>span{z-index:1;color:#737b87;background:#fcfcfd;margin-top:3px;padding:2px 5px;font-size:.62rem;font-weight:700;position:relative}.adapt-reward-signal{grid-template-columns:auto 1fr 36px;align-items:center;gap:8px;margin-top:20px;display:grid}.adapt-reward-signal>span{color:#746c61;font-size:.63rem}.adapt-reward-signal>i{background:#ad8959;height:1px;position:relative}.adapt-reward-signal>i:after{content:"";border-top:1.5px solid #946c36;border-right:1.5px solid #946c36;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-reward-signal>strong{color:#805b2b;background:#fff;border:1px solid #b99059;border-radius:50%;place-items:center;width:36px;height:36px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.77rem;display:grid}.adapt-ownership-summary{color:#626a76;border-top:1px solid #dfe2e8;justify-content:center;align-items:center;gap:26px;min-height:42px;margin-top:18px;font-size:.7rem;display:flex}.adapt-ownership-summary>span{align-items:center;gap:6px;display:inline-flex}.adapt-ownership-summary i{border-radius:50%;width:8px;height:8px;display:inline-block}.adapt-ownership-summary i.is-rule{background:#5d9589}.adapt-ownership-summary i.is-module{background:#6375b3}.adapt-ownership-summary i.is-frozen{background:#8c939d}.adapt-ownership-summary strong{color:#343b46}.adapt-academic-figure>figcaption{color:#4d5561;text-align:center;background:#fafafa;border-top:1px solid #d9dde5;margin:0;padding:15px 24px 16px;font-size:.83rem;font-weight:600;line-height:1.45}@keyframes adaptAcademicMark{0%,to{background:#eaf4f1;border-color:#a9c8c1}50%{background:#deeee9;border-color:#67998e}}@media (max-width:1180px){.adapt-academic-canvas{grid-template-columns:1fr}.adapt-rule-lane{border-bottom:1px solid #d9dde5;border-right:0;grid-template-columns:minmax(220px,1fr) 34px minmax(190px,.86fr) 34px minmax(220px,1fr);align-items:center;gap:10px;display:grid}.adapt-rule-lane .adapt-lane-heading{grid-column:1/-1}.adapt-rule-lane .adapt-task-corpus,.adapt-rule-lane .adapt-frequency-miner{margin-top:18px}.adapt-rule-lane .adapt-vertical-flow{height:1px;transform:rotate(-90deg)}.adapt-rule-lane .adapt-vertical-flow span,.adapt-rule-transfer:before{display:none}}@media (max-width:820px){.adapt-academic-figure{border-radius:7px}.adapt-rule-lane,.adapt-module-lane{padding:20px 16px}.adapt-rule-lane{display:block}.adapt-rule-lane .adapt-vertical-flow{height:38px;transform:none}.adapt-rule-lane .adapt-vertical-flow span{display:block}.adapt-parameter-path{grid-template-columns:1fr;gap:6px}.adapt-parameter-step{grid-template-columns:1fr;place-items:center;min-height:30px}.adapt-parameter-step i{width:1px;height:22px}.adapt-parameter-step i:after{border-top:0;border-bottom:1.5px solid #667085;border-right:1.5px solid #667085;top:auto;bottom:0;right:-3px;transform:rotate(45deg)}.adapt-rule-transfer{justify-content:center;width:100%}.adapt-rule-transfer i{max-width:90px}.adapt-forward-path{grid-template-columns:1fr;gap:10px}.adapt-horizontal-flow{place-items:center;height:24px;display:grid}.adapt-horizontal-flow i{width:1px;height:24px}.adapt-horizontal-flow i:after{border-top:0;border-bottom:1.5px solid #667085;border-right:1.5px solid #667085;top:auto;bottom:0;right:-3px;transform:rotate(45deg)}.adapt-pooling-module,.adapt-span-matcher,.adapt-task-output{justify-self:center;width:min(100%,340px)}.adapt-frozen-backbone{justify-self:center;width:min(100%,320px)}.adapt-learning-signals{grid-template-columns:1fr;gap:12px;padding:22px 0 0}.adapt-gradient-target{order:-1;min-height:62px}.adapt-gradient-target:before,.adapt-gradient-target:after,.adapt-gradient-target>i{display:none}.adapt-objective{justify-self:center;width:min(100%,340px)}.adapt-ownership-summary{flex-direction:column;align-items:flex-start;gap:8px;padding:14px 0 4px}}.adapt-consistent-figure{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffd1;border:1px solid #1b202d1a;border-radius:26px;padding:22px 26px 18px;overflow:hidden;box-shadow:0 28px 80px #1d233911,inset 0 1px #fffffff0}.adapt-consistent-demo{position:relative}.adapt-consistent-legend{border-bottom:1px solid #2a314413;min-height:40px;padding-bottom:10px}.adapt-consistent-legend sub{font-size:.72em}.adapt-consistent-canvas{background-color:#0000;background-image:linear-gradient(#31394f05 1px,#0000 1px),linear-gradient(90deg,#31394f05 1px,#0000 1px);background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:42px 42px;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;padding:19px 0 4px;position:relative}.adapt-consistent-row{grid-template-columns:150px minmax(0,1fr);align-items:center;gap:18px;display:grid}.adapt-consistent-row-label{color:#3d4350;flex-direction:column;justify-content:center;min-width:0;padding-left:6px;display:flex}.adapt-consistent-row-label strong{letter-spacing:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.07rem;font-weight:500;line-height:1.14}.adapt-consistent-row-label small{color:#858b96;letter-spacing:.06em;text-transform:uppercase;margin-top:5px;font-size:.64rem;font-weight:700}.adapt-task-row{min-height:77px}.adapt-consistent-token-line{grid-template-columns:repeat(7,minmax(76px,1fr));gap:9px;display:grid}.adapt-consistent-token{color:#4a505b;background:#ffffffe6;border:1px solid #31384a1c;border-radius:12px;justify-content:center;align-items:center;min-width:0;height:62px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.77rem;display:flex;position:relative;box-shadow:0 7px 19px #252c4109}.adapt-consistent-token>small{color:#a0a4ad;font-size:.48rem;position:absolute;bottom:5px;right:7px}.adapt-consistent-token.is-matched{color:#3c6c73;background:linear-gradient(145deg,#f1faf9f5,#f6f8fef2);border-color:#488f984a}.adapt-consistent-token.is-matched:before{content:"";border-top:1px solid #4388929e;height:5px;position:absolute;top:-8px;left:-5px;right:-5px}.adapt-consistent-token.is-start:before{border-left:1px solid #4388929e;left:2px}.adapt-consistent-token.is-end:before{border-right:1px solid #4388929e;right:2px}.adapt-consistent-down{place-items:center;height:25px;margin-left:168px;display:grid}.adapt-consistent-down>i{background:linear-gradient(#5d6dbe38,#5365bcd1);width:1px;height:21px;display:block;position:relative}.adapt-consistent-down>i:after{content:"";border-bottom:1.5px solid #5f6db2;border-right:1.5px solid #5f6db2;width:6px;height:6px;position:absolute;bottom:0;right:-3px;transform:rotate(45deg)}.adapt-rule-row{min-height:118px}.adapt-rule-process{grid-template-columns:minmax(245px,.9fr) 112px minmax(330px,1.18fr);align-items:center;gap:17px;display:grid}.adapt-frequency-component,.adapt-rule-output,.adapt-module-state,.adapt-signal-panel{background:#ffffffe0;border:1px solid #2a31441a;box-shadow:0 10px 25px #272e440a}.adapt-frequency-component{border-radius:15px;grid-template-columns:minmax(115px,1fr) minmax(120px,.95fr);align-items:center;gap:13px;min-height:104px;padding:14px 16px;display:grid}.adapt-frequency-copy small,.adapt-frequency-copy strong,.adapt-frequency-copy em{display:block}.adapt-frequency-copy small{color:#777e8b;font-size:.61rem;font-weight:650}.adapt-frequency-copy strong{color:#343b48;margin-top:4px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.96rem;font-weight:600}.adapt-frequency-copy em{color:#4b8086;letter-spacing:.08em;text-transform:uppercase;margin-top:6px;font-size:.63rem;font-style:normal;font-weight:750}.adapt-frequency-bars{border-bottom:1px solid #3e475e2b;justify-content:center;align-items:end;gap:7px;height:70px;padding:5px 8px 0;display:flex;position:relative}.adapt-frequency-bars:before{content:"";border-top:1px dashed #478f9885;position:absolute;bottom:43%;left:0;right:0}.adapt-frequency-bars>span{color:#4f858b;background:#fff;padding-left:3px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.65rem;font-style:italic;position:absolute;bottom:calc(43% - 7px);right:0}.adapt-frequency-bars>i{background:#7880932e;border-radius:3px 3px 0 0;width:11px}.adapt-frequency-bars>i.is-kept{background:linear-gradient(#5097a0e0,#5b71bf8a)}.adapt-consistent-arrow{color:#747b88;text-align:center;grid-template-columns:auto 1fr;align-items:center;gap:8px;font-size:.59rem;font-weight:650;display:grid}.adapt-consistent-arrow>i{background:linear-gradient(90deg,#4f91994d,#526bbcc7);height:1px;display:block;position:relative}.adapt-consistent-arrow>i:after{content:"";border-top:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-rule-arrow{grid-template-columns:1fr}.adapt-rule-output{background:linear-gradient(145deg,#f4faf9f5,#f8f9fef5);border-color:#4b929b2e;border-radius:15px;min-height:104px;padding:13px 15px 12px}.adapt-rule-output-title{justify-content:space-between;align-items:baseline;gap:12px;display:flex}.adapt-rule-output-title>span{color:#667079;font-size:.66rem;font-weight:650}.adapt-rule-output-title>strong{color:#3f777e;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.03rem}.adapt-rule-output-title sub,.adapt-rule-output>small sub,.adapt-module-state sub,.adapt-module-state sup,.adapt-consistent-arrow sub,.adapt-module-inputs sub,.adapt-signal-panel sub,.adapt-update-only sub,.adapt-consistent-summary sub{font-size:.68em}.adapt-rule-chips{flex-wrap:wrap;gap:6px;margin-top:9px;display:flex}.adapt-rule-chips>span{color:#4c777d;background:#ffffffb8;border:1px solid #4890992e;border-radius:7px;padding:5px 8px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.65rem}.adapt-rule-output>small{color:#768087;margin-top:8px;font-size:.58rem;display:block}.adapt-module-row{min-height:88px}.adapt-module-trajectory{grid-template-columns:minmax(140px,.82fr) minmax(90px,.48fr) minmax(140px,.82fr) minmax(90px,.48fr) minmax(150px,.88fr);align-items:center;gap:10px;display:grid}.adapt-module-state{border-radius:15px;flex-direction:column;justify-content:center;align-items:center;min-height:74px;display:flex}.adapt-module-state small{color:#777e8b;margin-bottom:6px;font-size:.62rem;font-weight:650}.adapt-module-state strong{color:#3d4653;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.08rem}.adapt-module-state-sft,.adapt-module-state-final{background:linear-gradient(145deg,#f6f7fffa,#f2fafaf0);border-color:#5665c145;box-shadow:0 12px 29px #505fb811}.adapt-module-state-sft strong,.adapt-module-state-final strong{color:#4c59a0}.adapt-module-state-final{box-shadow:0 12px 34px #505fb81c}.adapt-training-arrow{grid-template-columns:auto 1fr}.adapt-training-arrow>span{color:#5361a5;font-size:.68rem;font-weight:800}.adapt-training-arrow>small{color:#8a6c48;grid-column:1/-1;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.58rem;font-style:italic}.adapt-module-inputs{grid-template-columns:150px 1fr 1fr;align-items:start;gap:18px;height:29px;padding-right:52px;display:grid}.adapt-module-inputs>span{color:#4e858b;justify-self:center;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.62rem;position:relative}.adapt-module-inputs>span:first-child{grid-column:2}.adapt-module-inputs>span:last-child{grid-column:3}.adapt-module-inputs i{border-top:1px dashed #4c8b948c;width:22px;position:absolute;top:-2px;right:calc(100% + 6px)}.adapt-module-inputs i:after{content:"";border-top:1px solid #52858b;border-right:1px solid #52858b;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-consistent-network{background:radial-gradient(#6573ca13,#0000 43%),linear-gradient(#fafbfeeb,#f5f9fad1);border:1px solid #313a5021;border-radius:21px;height:202px;position:relative;box-shadow:inset 0 0 60px #43528406}.adapt-network-caption{z-index:4;-webkit-backdrop-filter:blur(7px);backdrop-filter:blur(7px);background:#f9fafde0;border:1px solid #505c9e26;border-radius:999px;flex-direction:column;align-items:center;gap:3px;min-width:220px;padding:8px 13px;display:flex;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%);box-shadow:0 8px 24px #2e39640e}.adapt-network-caption strong{color:#4f598d;font-size:.65rem}.adapt-network-caption span{color:#7d838e;font-size:.55rem}.adapt-network-lock{z-index:5;background:#ffffffe0;border:1px solid #373f541f;border-radius:50%;place-items:center;width:31px;height:31px;display:grid;position:absolute;top:13px;right:15px}.adapt-network-lock>span{background:#808794;border-radius:2px;width:11px;height:9px;position:relative}.adapt-network-lock>span:before{content:"";border:1.5px solid #808794;border-bottom:0;border-radius:5px 5px 0 0;width:5px;height:6px;position:absolute;top:-6px;left:2px}.adapt-network-lock i{background:#fff;width:1px;height:4px;position:absolute;top:3px;left:5px}.adapt-gradient-lane{z-index:3;pointer-events:none;width:26px;position:absolute;top:-30px;bottom:-31px}.adapt-gradient-sft{left:38%}.adapt-gradient-rl{left:75%}.adapt-gradient-lane>i{border-left:1px dashed #5f6cc06b;position:absolute;top:0;bottom:0;left:50%}.adapt-gradient-lane>i:before{content:"";border-top:1.5px solid #6572bd;border-left:1.5px solid #6572bd;width:7px;height:7px;position:absolute;top:0;left:-4px;transform:rotate(45deg)}.adapt-gradient-lane>span{color:#5966aa;background:#f9fafde8;border:1px solid #606cbd21;border-radius:5px;padding:3px 5px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.6rem;position:absolute;top:42%;left:50%;transform:translate(-50%)}.adapt-objective-flow{grid-template-columns:minmax(250px,1fr) 155px minmax(250px,1fr);align-items:center;gap:17px;display:grid}.adapt-signal-panel{border-radius:16px;min-height:116px;padding:13px 15px 11px}.adapt-signal-heading{align-items:center;gap:8px;display:flex}.adapt-signal-heading>span{color:#5462a5;background:#5e6cc30e;border:1px solid #5563bf30;border-radius:999px;place-items:center;min-width:31px;height:22px;font-size:.6rem;font-weight:800;display:grid}.adapt-signal-heading strong{color:#444b57;font-size:.72rem}.adapt-distribution-comparison{grid-template-columns:1fr 30px 1fr;align-items:end;gap:7px;margin-top:8px;display:grid}.adapt-distribution-comparison>div>small{color:#777e8a;text-align:center;margin-bottom:2px;font-size:.55rem;display:block}.adapt-distribution-comparison>span{color:#5965a7;text-align:center;align-self:center;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.67rem}.adapt-consistent-bars{border-bottom:1px solid #3b445f26;justify-content:center;align-items:end;gap:5px;height:50px;padding:4px 8px 0;display:flex}.adapt-consistent-bars>i{background:linear-gradient(#6b79cbd1,#51969fb3);border-radius:3px 3px 0 0;width:9px;min-height:5px}.adapt-consistent-bars>i.is-peak{background:linear-gradient(#6673c9,#58989f)}.adapt-update-only{color:#5260a3;text-align:center;flex-direction:column;justify-content:center;align-items:center;display:flex}.adapt-update-only>i{background:linear-gradient(90deg,#5363bc38,#5363bcc7,#5363bc38);width:82%;height:1px;margin-bottom:14px;position:relative}.adapt-update-only>i:before,.adapt-update-only>i:after{content:"";border-top:1px solid #6270b5;border-left:1px solid #6270b5;width:6px;height:6px;position:absolute;top:-3px}.adapt-update-only>i:before{left:0;transform:rotate(-45deg)}.adapt-update-only>i:after{right:0;transform:rotate(135deg)}.adapt-update-only strong{font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.83rem;font-weight:600}.adapt-update-only span{color:#777e8b;margin-top:4px;font-size:.58rem;font-weight:650}.adapt-reward-flow{grid-template-columns:72px 1fr 72px;align-items:center;gap:10px;margin-top:17px;display:grid}.adapt-reward-flow>div{background:#f8f9fce6;border:1px solid #3f48611a;border-radius:11px;flex-direction:column;justify-content:center;align-items:center;min-height:53px;display:flex}.adapt-reward-flow>div>small{color:#777e8a;font-size:.54rem}.adapt-reward-flow>div>strong{color:#4e586a;margin-top:4px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.86rem}.adapt-reward-flow>i{background:linear-gradient(90deg,#5564be33,#5564bebf);height:1px;position:relative}.adapt-reward-flow>i:after{content:"";border-top:1.5px solid #6270b4;border-right:1.5px solid #6270b4;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-reward-node{background:linear-gradient(145deg,#f1faf9f5,#f6f8fef0)!important;border-color:#48919a2e!important}.adapt-reward-node strong{color:#40777e!important}.adapt-consistent-summary{color:#666d79;border-top:1px solid #2e354814;justify-content:center;align-items:center;gap:33px;min-height:49px;margin-top:10px;font-size:.68rem;display:flex}.adapt-consistent-summary>span{align-items:center;gap:7px;display:inline-flex}.adapt-consistent-summary i{border-radius:50%;width:7px;height:7px}.adapt-consistent-summary i.is-rule{background:#57919a}.adapt-consistent-summary i.is-trainable{background:#6673ca}.adapt-consistent-summary i.is-frozen{background:#969ba6}.adapt-consistent-summary strong{color:#424957}.adapt-consistent-figure>figcaption{color:#424957;text-align:center;background:#f9fafcd1;border-top:1px solid #2e354814;margin:0 -26px -18px;padding:15px 24px 16px;font-size:.84rem;font-weight:600;line-height:1.45}@media (max-width:1120px){.adapt-consistent-row{grid-template-columns:128px minmax(0,1fr);gap:14px}.adapt-consistent-down{margin-left:142px}.adapt-rule-process{grid-template-columns:1fr 72px 1fr}.adapt-module-trajectory{grid-template-columns:minmax(115px,.85fr) 62px minmax(115px,.85fr) 62px minmax(125px,.9fr)}.adapt-module-inputs{grid-template-columns:128px 1fr 1fr}.adapt-objective-flow{grid-template-columns:1fr 120px 1fr}}@media (max-width:820px){.adapt-consistent-figure{border-radius:21px;padding:14px}.adapt-consistent-legend{flex-wrap:wrap;justify-content:flex-start}.adapt-consistent-row{grid-template-columns:1fr;gap:12px}.adapt-consistent-row-label{min-height:40px;padding:0}.adapt-consistent-token-line{grid-template-columns:repeat(4,1fr)}.adapt-consistent-down{margin-left:0}.adapt-rule-process,.adapt-module-trajectory,.adapt-objective-flow{grid-template-columns:1fr}.adapt-rule-arrow,.adapt-training-arrow{grid-template-columns:1fr;place-items:center;min-height:35px}.adapt-rule-arrow>i,.adapt-training-arrow>i{width:1px;height:24px}.adapt-rule-arrow>i:after,.adapt-training-arrow>i:after{border-top:0;border-bottom:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;top:auto;bottom:0;right:-3px}.adapt-module-inputs{display:none}.adapt-consistent-network{height:170px}.adapt-gradient-lane{display:none}.adapt-update-only{min-height:72px}.adapt-consistent-summary{flex-wrap:wrap;gap:12px 20px;padding:12px 0}.adapt-consistent-figure>figcaption{margin:0 -14px -14px}}.adapt-consistent-legend>span{padding:8px 12px;font-size:.66rem}.adapt-consistent-legend>span>b{font-size:.59rem}.adapt-consistent-row-label strong{font-size:1.16rem}.adapt-consistent-row-label small{font-size:.69rem}.adapt-consistent-token{height:66px;font-size:.86rem}.adapt-consistent-token>small{font-size:.55rem}.adapt-frequency-copy small,.adapt-module-state small{font-size:.69rem}.adapt-frequency-copy strong{font-size:1.06rem}.adapt-frequency-copy em,.adapt-rule-output-title>span,.adapt-rule-chips>span,.adapt-rule-output>small{font-size:.7rem}.adapt-rule-output-title>strong{font-size:1.16rem}.adapt-consistent-arrow{font-size:.66rem}.adapt-module-state strong{font-size:1.2rem}.adapt-training-arrow>span{font-size:.75rem}.adapt-training-arrow>small,.adapt-module-inputs>span{font-size:.65rem}.adapt-backbone-row{min-height:122px}.adapt-compact-backbone{background:radial-gradient(at 53%,#6573ca11,#0000 45%),linear-gradient(#fafbfef0,#f5f9fadb);border:1px solid #313a5021;border-radius:20px;grid-template-columns:minmax(185px,.72fr) minmax(300px,1.5fr) minmax(175px,.68fr);align-items:center;gap:25px;height:104px;padding:0 24px;display:grid;position:relative;box-shadow:inset 0 0 52px #43528406,0 10px 28px #2b324b09}.adapt-backbone-identity small,.adapt-backbone-identity strong{display:block}.adapt-backbone-identity small{color:#838995;letter-spacing:.05em;text-transform:uppercase;margin-bottom:5px;font-size:.69rem;font-weight:700}.adapt-backbone-identity strong{color:#424a57;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.16rem;font-weight:600}.adapt-backbone-identity strong>span{color:#59639b}.adapt-transformer-strip{grid-template-columns:repeat(6,1fr);align-items:center;gap:8px;display:grid;position:relative}.adapt-transformer-strip:before,.adapt-transformer-strip:after{content:"";background:linear-gradient(90deg,#5463b524,#5463b58a);height:1px;position:absolute;top:50%}.adapt-transformer-strip:before{width:24px;right:100%}.adapt-transformer-strip:after{width:24px;left:100%;transform:scaleX(-1)}.adapt-transformer-strip>i{background:linear-gradient(145deg,#fffffff0,#edf1f9e6);border:1px solid #5360a929;border-radius:8px;height:45px;display:block;position:relative;box-shadow:0 5px 14px #343e680a}.adapt-transformer-strip>i:before,.adapt-transformer-strip>i:after{content:"";background:#5866b12e;height:1px;position:absolute;left:8px;right:8px}.adapt-transformer-strip>i:before{top:15px}.adapt-transformer-strip>i:after{bottom:14px}.adapt-backbone-status{justify-content:flex-end;align-items:center;gap:11px;display:flex}.adapt-backbone-status>div strong,.adapt-backbone-status>div small{text-align:left;display:block}.adapt-backbone-status>div strong{color:#555d69;font-size:.84rem}.adapt-backbone-status>div small{color:#858b96;margin-top:3px;font-size:.65rem}.adapt-backbone-status .adapt-network-lock{background:#ffffffeb;border:1px solid #373f541f;border-radius:50%;flex:0 0 34px;place-items:center;width:34px;height:34px;display:grid;position:relative;top:auto;right:auto}.adapt-backbone-status .adapt-network-lock>b{background:#808794;border-radius:2px;width:12px;height:10px;display:block;position:relative}.adapt-backbone-status .adapt-network-lock>b:before{content:"";border:1.5px solid #808794;border-bottom:0;border-radius:6px 6px 0 0;width:6px;height:7px;position:absolute;top:-7px;left:2px}.adapt-backbone-status .adapt-network-lock i{background:#fff;width:2px;height:4px;position:absolute;top:3px;left:5px}.adapt-compact-gradient{z-index:4;pointer-events:none;width:26px;position:absolute;top:-31px;bottom:-31px}.adapt-compact-gradient-sft{left:49%}.adapt-compact-gradient-rl{left:86%}.adapt-compact-gradient>i{border-left:1px dashed #5f6cc080;position:absolute;top:0;bottom:0;left:50%}.adapt-compact-gradient>i:before{content:"";border-top:1.5px solid #6572bd;border-left:1.5px solid #6572bd;width:7px;height:7px;position:absolute;top:0;left:-4px;transform:rotate(45deg)}.adapt-compact-gradient>span{color:#5966aa;background:#f9fafdf0;border:1px solid #606cbd24;border-radius:5px;padding:3px 5px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.66rem;position:absolute;top:50%;left:50%;transform:translate(-50%,-50%)}.adapt-compact-gradient-sft:after{content:"";border-top:1px dashed #5f6cc06b;width:205px;position:absolute;bottom:0;right:50%}.adapt-objectives-row{min-height:130px}.adapt-signal-heading>span{font-size:.67rem}.adapt-signal-heading strong{font-size:.8rem}.adapt-distribution-comparison>div>small,.adapt-reward-flow>div>small{font-size:.68rem}.adapt-distribution-comparison>span{font-size:.74rem}.adapt-update-only strong{font-size:.92rem}.adapt-update-only span{font-size:.66rem}.adapt-consistent-summary{font-size:.76rem}.adapt-consistent-figure>figcaption{font-size:.92rem}@media (max-width:820px){.adapt-compact-backbone{grid-template-columns:1fr;gap:14px;height:auto;min-height:190px;padding:20px}.adapt-backbone-identity,.adapt-backbone-status{text-align:center}.adapt-backbone-status{justify-content:center}.adapt-compact-gradient{display:none}}.adapt-method-figure{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffd1;border:1px solid #1b202d1a;border-radius:26px;padding:22px 26px 18px;overflow:hidden;box-shadow:0 28px 80px #1d233911,inset 0 1px #fffffff0}.adapt-method-legend{border-bottom:1px solid #2a314413;min-height:42px;padding-bottom:11px}.adapt-method-legend>span{padding:8px 12px;font-size:.65rem}.adapt-method-legend sub{font-size:.7em}.adapt-method-canvas{background-color:#0000;background-image:linear-gradient(#31394f05 1px,#0000 1px),linear-gradient(90deg,#31394f05 1px,#0000 1px);background-position:0 0,0 0;background-repeat:repeat,repeat;background-size:42px 42px;background-attachment:scroll,scroll;background-origin:padding-box,padding-box;background-clip:border-box,border-box;padding-top:10px;position:relative}.adapt-method-stage{grid-template-columns:142px minmax(0,1fr);align-items:center;gap:20px;padding:15px 0;display:grid;position:relative}.adapt-method-stage+.adapt-method-stage{border-top:1px solid #2d344813}.adapt-method-stage-label{grid-template-columns:29px 1fr;align-items:start;gap:9px;padding-left:6px;display:grid}.adapt-method-stage-label>span{color:#6874bc;padding-top:2px;font-size:.68rem;font-weight:800}.adapt-method-stage-label h3{color:#343b47;letter-spacing:0;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.15rem;font-weight:500;line-height:1.05}.adapt-method-stage-label p{color:#838a96;letter-spacing:.055em;text-transform:uppercase;margin:5px 0 0;font-size:.66rem;font-weight:700;line-height:1.2}.adapt-method-stage-body{min-width:0}.adapt-rule-computation{grid-template-columns:minmax(235px,1.08fr) 105px minmax(180px,.78fr) 34px minmax(230px,1fr);align-items:center;gap:12px;min-height:112px;display:grid}.adapt-target-examples,.adapt-method-miner,.adapt-method-ruleset,.adapt-sft-inputs,.adapt-method-llm,.adapt-sft-distributions,.adapt-method-module-state,.adapt-task-rollout,.adapt-task-reward{background:#ffffffe6;border:1px solid #2d35491b;box-shadow:0 9px 24px #262d440a}.adapt-target-examples,.adapt-method-ruleset{border-radius:15px;min-height:105px;padding:13px 14px}.adapt-method-component-heading{justify-content:space-between;align-items:baseline;gap:12px;display:flex}.adapt-method-component-heading>small{color:#727986;font-size:.7rem;font-weight:700}.adapt-method-component-heading>strong{color:#477b81;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.05rem}.adapt-method-component-heading sub,.adapt-method-ruleset sub,.adapt-lane-name sub,.adapt-method-token-row sub,.adapt-kl-loss sub,.adapt-method-module-state sub,.adapt-method-module-state sup,.adapt-rules-to-sft sub,.adapt-sft-to-rl sub,.adapt-task-rollout sub,.adapt-task-reward sub,.adapt-method-deployment sub,.adapt-method-deployment sup{font-size:.68em}.adapt-example-lines{gap:7px;margin-top:11px;display:grid}.adapt-example-lines p{grid-template-columns:repeat(4,minmax(0,1fr));gap:4px;margin:0;display:grid}.adapt-example-lines span,.adapt-example-lines mark{color:#616874;text-align:center;white-space:nowrap;background:#f8f9fbeb;border:1px solid #3b435917;border-radius:6px;min-width:0;padding:5px 7px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.7rem;line-height:1;display:block}.adapt-example-lines mark{color:#41757b;background:#48959e14;border-color:#478f9838}.adapt-target-task-visual{grid-template-columns:48px minmax(0,1fr);align-items:center;gap:12px;margin-top:10px;display:grid}.adapt-target-task-icon{color:#4a7f85;background:#48959e12;border:1px solid #478f9833;border-radius:10px;place-items:center;width:48px;height:48px;display:grid}.adapt-target-task-icon svg{stroke-width:1.6px;width:24px;height:24px}.adapt-target-task-visual>div{min-width:0}.adapt-target-task-visual>div>strong{color:#515a68;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.95rem;line-height:1.1;display:block}.adapt-target-task-samples{gap:4px;margin-top:7px;display:grid}.adapt-target-task-samples>i{grid-template-columns:.7fr 1fr .5fr;gap:4px;height:5px;display:grid}.adapt-target-task-samples b{background:#5b687a24;border-radius:2px}.adapt-target-task-samples>i:nth-child(2) b:nth-child(2),.adapt-target-task-samples>i:nth-child(3) b:first-child{background:#48959e40}.adapt-method-arrow{color:#6f7683;text-align:center;grid-template-columns:auto 1fr;align-items:center;gap:8px;font-size:.66rem;font-weight:700;display:grid}.adapt-method-arrow>i,.adapt-method-update-arrow>i{background:linear-gradient(90deg,#5065bb38,#5065bbc7);height:1px;display:block;position:relative}.adapt-method-arrow>i:only-child{grid-column:1/-1;width:100%}.adapt-method-arrow>i:after,.adapt-method-update-arrow>i:after{content:"";border-top:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-method-rule-arrow{grid-template-columns:1fr}.adapt-method-miner{border-radius:15px;grid-template-columns:.86fr 1.14fr;align-items:center;gap:10px;min-height:105px;padding:12px;display:grid}.adapt-method-miner>div:first-child small,.adapt-method-miner>div:first-child strong{display:block}.adapt-method-miner>div:first-child small{color:#777f8b;font-size:.67rem}.adapt-method-miner>div:first-child strong{color:#3e4653;margin-top:6px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.91rem;font-weight:600}.adapt-method-frequency{border-bottom:1px solid #3a435c29;justify-content:center;align-items:end;gap:6px;height:68px;padding:5px 6px 0;display:flex;position:relative}.adapt-method-frequency:before{content:"";border-top:1px dashed #468f9880;position:absolute;bottom:43%;left:0;right:0}.adapt-method-frequency>span{color:#4f858b;background:#fff;padding-left:3px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.67rem;font-style:italic;position:absolute;bottom:calc(43% - 8px);right:0}.adapt-method-frequency>i{background:#777f942b;border-radius:3px 3px 0 0;width:9px}.adapt-method-frequency>i.is-kept{background:linear-gradient(#51969fe6,#5e70be8f)}.adapt-method-ruleset{background:linear-gradient(145deg,#f3faf9f2,#f7f8fef2);border-color:#488f982e}.adapt-rule-set-visual{grid-template-columns:minmax(0,1fr) auto;align-items:center;gap:12px;width:100%;margin-top:9px;display:grid}.adapt-rule-patterns{background:#ffffffad;border:1px solid #468e9733;border-radius:9px;gap:5px;min-width:0;padding:6px 8px;display:grid}.adapt-rule-patterns>span{align-items:center;gap:3px;min-width:0;height:9px;display:flex}.adapt-rule-patterns i{background:#6a788f1f;border:1px solid #51698421;border-radius:2px;flex:0 0 10px;width:10px;height:9px}.adapt-rule-patterns>span:nth-child(2) i:nth-child(2),.adapt-rule-patterns>span:nth-child(3) i:nth-child(3){background:#48959e30;border-color:#48959e33}.adapt-rule-patterns b{background:#5368a673;flex:15px;width:15px;height:1px;margin-left:2px;position:relative}.adapt-rule-patterns b:after{content:"";border-top:1px solid #6572b6;border-right:1px solid #6572b6;width:5px;height:5px;position:absolute;top:-2px;right:0;transform:rotate(45deg)}.adapt-rule-patterns em{background:linear-gradient(135deg,#48959e33,#5c6cbc29);border:1px solid #48959e33;border-radius:3px;flex:0 0 19px;width:19px;height:9px}.adapt-rule-set-visual>strong{color:#477b81;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.6rem}.adapt-rule-set-visual sub{font-size:.76em}.adapt-rules-to-sft,.adapt-sft-to-rl{color:#4b7f85;justify-content:center;align-items:center;gap:8px;height:34px;margin-left:162px;font-size:.66rem;font-weight:700;display:flex;position:relative}.adapt-rules-to-sft>i,.adapt-sft-to-rl>i{background:linear-gradient(#4a90993d,#4e6ebabf);width:1px;height:34px;position:absolute;top:0;left:50%}.adapt-rules-to-sft>i:after,.adapt-sft-to-rl>i:after{content:"";border-bottom:1.5px solid #5e6eb4;border-right:1.5px solid #5e6eb4;width:6px;height:6px;position:absolute;bottom:0;right:-3px;transform:rotate(45deg)}.adapt-rules-to-sft>span,.adapt-sft-to-rl>span{z-index:2;background:#fafcfcf0;border:1px solid #488f981f;border-radius:999px;margin-left:155px;padding:3px 7px;position:relative}.adapt-method-sft{padding-top:13px;padding-bottom:13px}.adapt-sft-computation{grid-template-columns:minmax(285px,1.34fr) 27px minmax(145px,.68fr) 27px minmax(190px,.88fr) 83px minmax(125px,.59fr);align-items:center;gap:8px;min-height:180px;display:grid}.adapt-sft-inputs{border-radius:17px;grid-template-rows:1fr 1fr;min-height:172px;display:grid;overflow:hidden}.adapt-sft-lane{grid-template-columns:80px minmax(0,1fr);align-items:center;gap:8px;padding:10px 11px;display:grid}.adapt-sft-lane+.adapt-sft-lane{border-top:1px solid #2e364a17}.adapt-teacher-lane{background:#fafafbbd}.adapt-student-lane{background:linear-gradient(90deg,#f6f8ffb3,#f4fbfab8)}.adapt-lane-name strong,.adapt-lane-name small{display:block}.adapt-lane-name strong{color:#444b57;font-size:.73rem}.adapt-lane-name small{color:#818792;margin-top:4px;font-size:.61rem;line-height:1.15}.adapt-method-token-row{grid-template-columns:repeat(4,1fr);gap:5px;display:grid}.adapt-method-token-row>span{color:#535a66;background:#ffffffe0;border:1px solid #333b4f1a;border-radius:9px;justify-content:center;align-items:center;min-width:0;min-height:48px;display:flex;position:relative}.adapt-method-token-row>span>b{text-overflow:ellipsis;white-space:nowrap;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.68rem;font-weight:500;overflow:hidden}.adapt-method-token-row>span>small{color:#9da2ac;font-size:.47rem;position:absolute;bottom:3px;right:5px}.adapt-student-token-row{grid-template-columns:.72fr 1.65fr .95fr}.adapt-method-token-row>span.is-surrogate{color:#43508d;background:linear-gradient(145deg,#f1f4fffa,#eff9f9f5);border-color:#5866c14a}.adapt-method-token-row>span.is-surrogate>em{color:#5865a8;white-space:nowrap;background:#f8f9fd;border:1px solid #5765bf30;border-radius:999px;padding:2px 6px;font-size:.51rem;font-style:normal;font-weight:700;position:absolute;top:-8px;left:50%;transform:translate(-50%)}.adapt-method-dual-arrow{align-content:space-around;height:112px;display:grid}.adapt-method-dual-arrow>i{background:linear-gradient(90deg,#5264b933,#5264b9b8);height:1px;display:block;position:relative}.adapt-method-dual-arrow>i:after{content:"";border-top:1.5px solid #606fb4;border-right:1.5px solid #606fb4;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-method-llm{background:repeating-linear-gradient(135deg,#f9fafcf5 0 7px,#f5f7f9f5 7px 14px);border-color:#343c5224;border-radius:17px;flex-direction:column;justify-content:center;align-items:center;min-height:172px;display:flex;position:relative}.adapt-method-llm>small{color:#747b87;font-size:.62rem;font-weight:700}.adapt-method-llm>strong{color:#444b56;text-align:center;margin-top:7px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.02rem;font-weight:600}.adapt-method-llm>strong>span{color:#5d68a7}.adapt-method-llm>em{color:#888e98;margin-top:7px;font-size:.58rem;font-style:normal}.adapt-method-layers{grid-template-columns:repeat(3,1fr);gap:5px;width:72%;margin-top:12px;display:grid}.adapt-method-layers>i{background:#ffffffb8;border:1px solid #4d599121;border-radius:5px;height:26px;position:relative}.adapt-method-layers>i:after{content:"";background:#5664b129;height:1px;position:absolute;top:50%;left:5px;right:5px}.adapt-method-lock{background:#ffffffe0;border:1px solid #373f541c;border-radius:50%;place-items:center;width:28px;height:28px;display:grid;position:absolute;top:10px;right:10px}.adapt-method-lock>span{background:#838a95;border-radius:2px;width:10px;height:8px;position:relative}.adapt-method-lock>span:before{content:"";border:1.5px solid #838a95;border-bottom:0;border-radius:5px 5px 0 0;width:5px;height:6px;position:absolute;top:-6px;left:2px}.adapt-method-lock i{background:#fff;width:2px;height:3px;position:absolute;top:3px;left:4px}.adapt-sft-distributions{border-radius:17px;grid-template-rows:1fr 31px 1fr;min-height:172px;padding:11px 13px;display:grid}.adapt-sft-distributions>div:not(.adapt-kl-loss){grid-template-columns:78px 1fr;align-items:end;gap:8px;display:grid}.adapt-sft-distributions>div>small{color:#6f7682;align-self:center;font-size:.66rem;font-weight:700}.adapt-method-bars{border-bottom:1px solid #3a435c24;justify-content:center;align-items:end;gap:5px;height:51px;padding:4px 7px 0;display:flex}.adapt-method-bars>i{background:linear-gradient(#6a78c9c2,#51959ea6);border-radius:3px 3px 0 0;width:8px;min-height:5px}.adapt-method-bars>i.is-peak{background:linear-gradient(#6573c6,#57949c)}.adapt-kl-loss{color:#5966a8;align-items:center;gap:8px;display:flex}.adapt-kl-loss:before,.adapt-kl-loss:after{content:"";background:#5865b738;flex:1;height:1px}.adapt-kl-loss>span{color:#7a818d;font-size:.58rem}.adapt-kl-loss>strong{font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.73rem}.adapt-method-update-arrow{color:#5663a5;text-align:center;align-items:center;gap:8px;font-size:.66rem;font-weight:800;display:grid}.adapt-method-module-state{background:linear-gradient(145deg,#f6f7fffa,#f1fafaf2);border-color:#5765bf45;border-radius:16px;flex-direction:column;justify-content:center;align-items:center;min-height:105px;display:flex;box-shadow:0 13px 31px #505fb814}.adapt-method-module-state>small,.adapt-method-module-state>strong,.adapt-method-module-state>em{display:block}.adapt-method-module-state>small{color:#707990;font-size:.64rem;font-weight:700}.adapt-method-module-state>strong{color:#4c59a0;margin-top:7px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.13rem}.adapt-method-module-state>em{color:#858b96;margin-top:6px;font-size:.58rem;font-style:normal}.adapt-sft-to-rl{color:#5966a9}.adapt-method-rl{padding-top:12px;padding-bottom:12px}.adapt-rl-computation{grid-template-columns:minmax(112px,.68fr) 53px minmax(145px,.9fr) 28px minmax(115px,.7fr) 28px minmax(125px,.76fr) 70px minmax(116px,.7fr);align-items:center;gap:8px;min-height:112px;display:grid}.adapt-rl-start,.adapt-method-module-state.is-final{min-height:96px}.adapt-task-rollout,.adapt-task-reward{border-radius:15px;min-height:96px;padding:12px}.adapt-rollout-sequence{grid-template-columns:repeat(3,minmax(0,1fr));align-items:center;gap:8px;margin-top:13px;display:grid}.adapt-rollout-sequence>span{color:#606875;background:#f8f9fb;border:1px solid #343c511a;border-radius:7px;place-items:center;height:34px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.68rem;display:grid}.adapt-rollout-sequence>span.is-merged{color:#4c59a0;background:#5b6bc314;border-color:#5866c140}.adapt-rollout-sequence>i{background:#5064b873;height:1px;position:relative}.adapt-rollout-sequence>i:after{content:"";border-top:1px solid #5e6db0;border-right:1px solid #5e6db0;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-method-llm.is-compact{border-radius:15px;min-height:96px}.adapt-method-llm.is-compact>strong{margin-top:5px;font-size:.86rem}.adapt-method-llm.is-compact .adapt-method-layers{margin-top:8px}.adapt-method-llm.is-compact .adapt-method-layers>i{height:19px}.adapt-method-llm.is-compact>em{display:none}.adapt-method-llm.is-compact .adapt-method-lock{width:23px;height:23px;top:7px;right:7px}.adapt-task-reward>small{color:#737b87;font-size:.66rem;font-weight:700}.adapt-task-reward>div{grid-template-columns:auto 1fr 42px;align-items:center;gap:8px;margin-top:13px;display:grid}.adapt-task-reward>div>span{color:#69717d;font-size:.64rem}.adapt-task-reward>div>i{background:linear-gradient(90deg,#48909940,#489099c7);height:1px;position:relative}.adapt-task-reward>div>i:after{content:"";border-top:1px solid #4f858b;border-right:1px solid #4f858b;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-task-reward>div>strong{color:#437b81;background:#edf8f7d1;border:1px solid #48909938;border-radius:50%;place-items:center;width:42px;height:42px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.72rem;display:grid}.adapt-rl-update-arrow{color:#4c797f}.adapt-method-module-state.is-final{background:linear-gradient(145deg,#f1f9f8fa,#f2f5fefa);border-color:#48909940;box-shadow:0 13px 31px #3e798514}.adapt-method-module-state.is-final>strong{color:#3e737a}.adapt-method-deployment{color:#626a76;border-top:1px solid #2c334614;grid-template-columns:max-content minmax(0,1fr);align-items:center;gap:20px;min-height:68px;margin:3px 0 7px 162px;padding:9px 0;display:grid}.adapt-method-deployment>span{color:#777e8a;letter-spacing:.06em;text-transform:uppercase;font-size:.66rem;font-weight:800}.adapt-deployment-flow{grid-template-columns:max-content 34px minmax(220px,max-content) 34px max-content;justify-content:center;align-items:center;gap:9px;min-width:0;display:grid}.adapt-deployment-flow>strong{color:#626b77;text-align:center;white-space:nowrap;background:#f7f8fad6;border:1px solid #3d455b1a;border-radius:9px;padding:7px 10px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.8rem}.adapt-deployment-flow>strong.is-merge{color:#467a80;background:#f1f9f8cc;border-color:#4c919a33}.adapt-deployment-flow sub,.adapt-deployment-flow sup{font-size:.68em}.adapt-deployment-flow>i{background:linear-gradient(90deg,#5564a64d,#5564a6d1);width:100%;height:1px;position:relative}.adapt-deployment-flow>i:after{content:"";border-top:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;width:6px;height:6px;position:absolute;top:-3px;right:0;transform:rotate(45deg)}.adapt-method-figure>figcaption{color:#424957;text-align:center;background:#f9fafcd1;border-top:1px solid #2e354814;margin:0 -26px -18px;padding:15px 24px 16px;font-size:.9rem;font-weight:600;line-height:1.45}@media (max-width:1120px){.adapt-method-stage{grid-template-columns:118px minmax(0,1fr);gap:14px}.adapt-rule-computation{grid-template-columns:1fr 66px .82fr 25px .96fr}.adapt-sft-computation{grid-template-columns:minmax(240px,1.25fr) 22px minmax(125px,.65fr) 22px minmax(165px,.84fr) 62px minmax(110px,.56fr)}.adapt-rl-computation{grid-template-columns:105px 42px 130px 22px 104px 22px 112px 55px 106px}.adapt-rules-to-sft,.adapt-sft-to-rl,.adapt-method-deployment{margin-left:132px}.adapt-method-deployment>p{display:none}}@media (max-width:1050px){.adapt-method-figure{border-radius:21px;padding:14px}.adapt-method-legend{flex-wrap:wrap;justify-content:flex-start}.adapt-method-stage{grid-template-columns:1fr;gap:13px;padding:20px 0}.adapt-method-stage-label{padding:0}.adapt-rule-computation,.adapt-sft-computation,.adapt-rl-computation{grid-template-columns:1fr}.adapt-method-arrow,.adapt-method-update-arrow{grid-template-columns:1fr;place-items:center;min-height:31px}.adapt-method-arrow>i,.adapt-method-update-arrow>i{width:1px;height:24px}.adapt-method-arrow>i:after,.adapt-method-update-arrow>i:after{border-top:0;border-bottom:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;top:auto;bottom:0;right:-3px}.adapt-method-dual-arrow{place-items:center;height:31px}.adapt-method-dual-arrow>i{width:1px;height:24px}.adapt-method-dual-arrow>i+i{display:none}.adapt-method-dual-arrow>i:after{border-top:0;border-bottom:1.5px solid #606fb4;border-right:1.5px solid #606fb4;top:auto;bottom:0;right:-3px}.adapt-rules-to-sft,.adapt-sft-to-rl,.adapt-method-deployment{margin-left:0}.adapt-rules-to-sft>span,.adapt-sft-to-rl>span{margin-left:150px}.adapt-method-deployment{flex-wrap:wrap;padding:15px 0}.adapt-method-figure>figcaption{margin:0 -14px -14px}}.adapt-method-legend>span{font-size:.82rem}.adapt-method-legend>span>b{font-size:.78rem}.adapt-method-stage-label>span{padding-top:0;font-size:1rem;font-weight:800;line-height:1.05}.adapt-method-stage-label h3{font-size:1.25rem}.adapt-method-stage-label p{font-size:.72rem}.adapt-rule-computation{grid-template-columns:minmax(250px,1.05fr) 100px minmax(180px,.76fr) 38px minmax(180px,.74fr);min-height:124px}.adapt-target-examples,.adapt-method-miner,.adapt-method-ruleset,.adapt-sft-inputs,.adapt-method-llm,.adapt-sft-distributions,.adapt-method-module-state,.adapt-task-rollout,.adapt-task-reward{min-width:0;overflow:hidden}.adapt-target-examples,.adapt-method-miner{min-height:116px}.adapt-method-ruleset{align-self:center;min-height:104px;padding:12px 14px}.adapt-method-component-heading>small{font-size:.9rem}.adapt-method-component-heading>strong{font-size:1.25rem}.adapt-example-lines span,.adapt-example-lines mark{font-size:.75rem}.adapt-method-arrow,.adapt-method-update-arrow{font-size:.84rem}.adapt-method-miner>div:first-child small{font-size:.86rem}.adapt-method-miner>div:first-child strong{font-size:1.12rem}.adapt-method-frequency>span{font-size:.84rem}.adapt-rules-to-sft,.adapt-sft-to-rl{font-size:.82rem}.adapt-sft-computation{grid-template-columns:minmax(320px,1.48fr) 25px minmax(140px,.64fr) 25px minmax(185px,.82fr) 86px minmax(125px,.58fr);min-height:198px}.adapt-sft-inputs,.adapt-method-llm,.adapt-sft-distributions{min-height:188px}.adapt-sft-lane{grid-template-columns:70px minmax(0,1fr);padding:12px}.adapt-lane-name strong{font-size:.8rem}.adapt-lane-name small{font-size:.7rem}.adapt-method-token-row>span{min-height:53px;overflow:hidden}.adapt-method-token-row>span>b{text-overflow:clip;font-size:.72rem;overflow:visible}.adapt-method-token-row>span>small{font-size:.53rem}.adapt-method-token-row>span.is-surrogate{flex-direction:column;gap:3px;padding:5px 7px 4px}.adapt-method-token-row>span.is-surrogate>em{background:0 0;border:0;padding:0;font-size:.62rem;position:static;transform:none}.adapt-method-token-row>span.is-surrogate>b{max-width:100%}.adapt-method-llm>small{font-size:.7rem}.adapt-method-llm>strong{font-size:1.08rem}.adapt-method-llm>em{font-size:.66rem}.adapt-sft-distributions>div>small{font-size:.72rem}.adapt-kl-loss>span{font-size:.66rem}.adapt-kl-loss>strong{font-size:.78rem}.adapt-method-module-state{min-height:116px;padding:10px 8px}.adapt-method-module-state>small{text-align:center;font-size:.86rem}.adapt-method-module-state>strong{font-size:1.38rem}.adapt-method-module-state>em{font-size:.8rem}.adapt-sft-summary{grid-template-columns:minmax(310px,1.32fr) 42px minmax(245px,1fr) 88px minmax(145px,.62fr);align-items:center;gap:10px;min-height:148px;display:grid}.adapt-sft-summary-inputs,.adapt-sft-summary-process{background:#ffffffe6;border:1px solid #2d35491b;border-radius:16px;min-width:0;min-height:132px;box-shadow:0 9px 24px #262d440a}.adapt-sft-summary-inputs{grid-template-columns:minmax(0,1fr) 24px minmax(0,1fr);align-items:stretch;display:grid;overflow:hidden}.adapt-sft-summary-inputs>i{color:#818898;place-items:center;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.15rem;font-style:normal;display:grid}.adapt-sft-summary-source{text-align:center;flex-direction:column;justify-content:center;align-items:center;min-width:0;padding:14px 10px;display:flex}.adapt-sft-summary-source small,.adapt-sft-summary-source span{color:#707987;font-size:.88rem;line-height:1.2}.adapt-sft-summary-source strong{color:#5968ae;margin:8px 0 6px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.46rem;line-height:1}.adapt-sft-summary-source.is-rules strong{color:#477b81}.adapt-sft-summary-source sub,.adapt-sft-summary-source sup,.adapt-sft-summary-process sub{font-size:.76em}.adapt-sft-summary-process{background:linear-gradient(145deg,#f7f9fff5,#f4faf9f2);flex-direction:column;justify-content:center;align-items:center;padding:13px 16px;display:flex}.adapt-sft-summary-process>small{color:#747d8a;font-size:.86rem}.adapt-sft-summary-process>strong{color:#414958;margin-top:5px;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:1.28rem}.adapt-sft-summary-process>div{gap:5px;width:100%;margin-top:9px;display:grid}.adapt-sft-summary-process>div>span{color:#5f6775;white-space:nowrap;background:#ffffffb8;border:1px solid #464e6617;border-radius:7px;justify-content:center;align-items:center;gap:6px;min-width:0;padding:5px 7px;font-size:.83rem;font-weight:700;display:flex}.adapt-sft-summary-process>div>span.is-trainable{color:#5968ae;border-color:#5d6cb829}.adapt-sft-summary-process svg{stroke-width:1.7px;flex:none;width:15px;height:15px}.adapt-sft-summary .adapt-method-module-state{min-height:132px}.adapt-rl-summary{grid-template-columns:minmax(125px,.56fr) 70px minmax(185px,.84fr) 30px minmax(245px,1fr) 86px minmax(130px,.58fr);align-items:center;gap:9px;min-height:148px;display:grid}.adapt-dpo-sequences{background:#ffffffe6;border:1px solid #2d35491b;border-radius:16px;min-width:0;min-height:132px;padding:13px 14px;box-shadow:0 9px 24px #262d440a}.adapt-dpo-pairs{gap:7px;margin-top:12px;display:grid}.adapt-dpo-pairs>span{background:#f8f9fcd1;border:1px solid #464e6617;border-radius:7px;grid-template-columns:26px .72fr 1fr .56fr;align-items:center;gap:5px;min-width:0;height:29px;padding:4px 7px;display:grid}.adapt-dpo-pairs b{color:#5665aa;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:.95rem;line-height:1}.adapt-dpo-pairs sup{font-size:.68em}.adapt-dpo-pairs i{background:#5c687c26;border-radius:2px;height:5px}.adapt-dpo-pairs>span.is-chosen{background:#48959e0e;border-color:#48959e2e}.adapt-dpo-pairs>span.is-chosen b,.adapt-dpo-pairs>span.is-chosen i:nth-of-type(2){color:#477b81;background-color:#48959e40}.adapt-rl-summary-process,.adapt-rl-summary .adapt-method-module-state{min-height:132px}.adapt-rl-computation{grid-template-columns:minmax(112px,.68fr) 53px minmax(145px,.9fr) 28px minmax(115px,.7fr) 28px minmax(125px,.76fr) 82px minmax(116px,.7fr);min-height:124px}.adapt-rl-start,.adapt-method-module-state.is-final,.adapt-task-rollout,.adapt-task-reward,.adapt-method-llm.is-compact{min-height:108px}.adapt-method-llm.is-compact>small{font-size:.66rem}.adapt-method-llm.is-compact>strong{font-size:.94rem}.adapt-task-reward>small{font-size:.72rem}.adapt-task-reward>div>span{font-size:.7rem}.adapt-method-deployment>span{font-size:.82rem}.adapt-method-deployment>strong{font-size:.86rem}.adapt-method-module-state sub,.adapt-method-module-state sup,.adapt-method-component-heading sub,.adapt-rule-set-visual sub,.adapt-deployment-flow sub,.adapt-deployment-flow sup{font-size:.76em}.adapt-deployment-flow>strong{font-size:.92rem}@media (max-width:1120px) and (min-width:1051px){.adapt-rule-computation{grid-template-columns:minmax(225px,1fr) 88px minmax(170px,.76fr) 32px minmax(170px,.72fr);gap:9px}.adapt-sft-summary{grid-template-columns:minmax(280px,1.26fr) 35px minmax(220px,.96fr) 72px minmax(130px,.58fr);gap:8px}.adapt-rl-summary{grid-template-columns:minmax(110px,.54fr) 55px minmax(165px,.8fr) 24px minmax(220px,1fr) 70px minmax(115px,.56fr);gap:8px}.adapt-sft-computation{grid-template-columns:minmax(240px,1.25fr) 22px minmax(125px,.65fr) 22px minmax(165px,.84fr) 70px minmax(110px,.56fr)}.adapt-rl-computation{grid-template-columns:105px 42px 130px 22px 104px 22px 112px 63px 106px}.adapt-method-stage-label h3{font-size:1.18rem}}@media (max-width:1050px){.adapt-rule-computation,.adapt-sft-summary,.adapt-rl-summary{grid-template-columns:1fr}.adapt-sft-summary-inputs,.adapt-sft-summary-process,.adapt-sft-summary .adapt-method-module-state,.adapt-dpo-sequences,.adapt-rl-summary .adapt-method-module-state{min-height:124px}.adapt-method-deployment{text-align:center;grid-template-columns:1fr;gap:10px}.adapt-deployment-flow{grid-template-columns:1fr;justify-items:center}.adapt-deployment-flow>i{width:1px;height:20px}.adapt-deployment-flow>i:after{border-top:0;border-bottom:1.5px solid #5d6db4;border-right:1.5px solid #5d6db4;top:auto;bottom:0;right:-3px}}.task-adapted-results-section{color:#171a22;background:radial-gradient(circle at 83% 20%,#5465be0e,#0000 28%),radial-gradient(circle at 15% 79%,#40949d0d,#0000 26%),#fff;align-items:center;min-height:max(980px,100svh);padding:96px 0 112px;display:flex;position:relative;overflow:hidden}.task-adapted-results-section:before{opacity:.24;content:"";pointer-events:none;background-image:linear-gradient(#22273606 1px,#0000 1px),linear-gradient(90deg,#22273606 1px,#0000 1px);background-size:68px 68px;position:absolute;inset:0;-webkit-mask-image:radial-gradient(circle,#000,#0000 82%);mask-image:radial-gradient(circle,#000,#0000 82%)}.task-adapted-results-shell{z-index:1;width:min(1380px,100% - 64px);margin:0 auto;position:relative}.task-adapted-results-heading{min-height:132px}.task-adapted-results-heading>div>p{color:#454b57;letter-spacing:.1em;text-transform:uppercase;align-items:center;gap:14px;margin:0 0 13px;font-size:1.04rem;font-weight:700;display:flex}.task-adapted-results-heading>div>p>span{color:#6673ca;letter-spacing:0;border:1px solid #5360ba38;border-radius:50%;place-items:center;width:42px;height:42px;font-size:.86rem;display:grid}.task-adapted-results-heading h2{letter-spacing:-.035em;margin:0;font-family:Iowan Old Style,Baskerville,Times New Roman,serif;font-size:clamp(2.1rem,3.2vw,3.35rem);font-weight:400;line-height:.98}.task-adapted-results-figure{-webkit-backdrop-filter:blur(18px);backdrop-filter:blur(18px);background:#ffffffe6;border:1px solid #262d401d;border-radius:28px;margin:0;padding:25px;box-shadow:0 30px 88px #1f263e13,inset 0 1px #fffffffa}.adapted-results-caption{border-bottom:1px solid #2a314417;grid-template-columns:minmax(0,1fr) auto;align-items:center;gap:28px;min-height:92px;padding:4px 5px 22px;display:grid}.adapted-results-caption>div:first-child>span{color:#68707d;letter-spacing:.075em;text-transform:uppercase;margin-bottom:7px;font-size:.91rem;font-weight:700;display:block}.adapted-results-caption>div:first-child>strong{color:#2a303c;font-size:clamp(1.32rem,1.75vw,1.65rem);font-weight:700}.adapted-bigram-cap{background:linear-gradient(135deg,#eff9f9db,#f7f8fff2);border:1px solid #40919a2e;border-radius:15px;grid-template-columns:auto auto;align-items:center;gap:2px 16px;min-width:310px;min-height:72px;padding:11px 17px;display:grid}.adapted-bigram-cap>small{color:#66707c;font-size:.83rem;font-weight:600}.adapted-bigram-cap>strong{color:#3a737b;text-align:right;grid-area:1/2/span 2;font-size:1.28rem}.adapted-bigram-cap>span{color:#4e5967;font-size:.93rem;font-weight:700}.adapted-results-body{grid-template-columns:minmax(0,1fr) 340px;gap:20px;margin-top:20px;display:grid}.adapted-chart-panel{background-color:#fdfdfed6;background-image:linear-gradient(#2b324605 1px,#0000 1px),linear-gradient(90deg,#2b324605 1px,#0000 1px),none;background-position:0 0,0 0,0 0;background-repeat:repeat,repeat,repeat;background-size:48px 48px;background-attachment:scroll,scroll,scroll;background-origin:padding-box,padding-box,padding-box;background-clip:border-box,border-box,border-box;border:1px solid #2b32461a;border-radius:21px;min-width:0;padding:19px 18px 15px}.adapted-chart-legend{color:#4c5360;border-bottom:1px solid #2c334613;justify-content:flex-end;align-items:center;gap:9px 19px;min-height:42px;padding:0 6px 7px;font-size:.91rem;font-weight:700;display:flex}.adapted-chart-legend>span{white-space:nowrap;align-items:center;gap:7px;display:inline-flex}.adapted-chart-legend>span>i{background:#8b93a3;border-radius:99px;width:23px;height:3px}.adapted-chart-scroll{overflow:auto hidden}.adapted-chart{width:900px;height:485px;margin:10px auto 0;position:relative}.adapted-y-title{color:#303743;font-size:.96rem;font-weight:700;position:absolute;top:3px;left:2px}.adapted-y-grid{height:1px;position:absolute;left:0;right:10px}.adapted-y-grid>span{color:#6d7583;text-align:right;width:35px;font-size:.86rem;font-weight:600;position:absolute;top:-10px;left:5px}.adapted-y-grid>i{background:#2b334818;height:1px;position:absolute;left:49px;right:0}.adapted-x-guide{width:1px;position:absolute;top:43px;bottom:46px}.adapted-x-guide>i{background:linear-gradient(#0000,#31394e13 13% 88%,#0000);width:1px;position:absolute;inset:0}.adapted-x-guide>span{color:#343b48;font-size:.98rem;font-weight:700;position:absolute;bottom:-29px;left:50%;transform:translate(-50%)}.adapted-baseline-line{z-index:1;height:1px;position:absolute;left:49px;right:28px}.adapted-baseline-line>i{border-top:2px dashed #232934ab;position:absolute;inset:0}.adapted-baseline-line>strong{color:#2d333e;background:#ffffffeb;border-radius:7px;padding:4px 8px;font-size:.9rem;position:absolute;top:-29px;right:0}.adapted-series{--series-color:#8b93a3;z-index:3;position:absolute;inset:0}.adapted-series-sft{--series-color:#6572c9;z-index:4}.adapted-series-adapted{--series-color:#43919a;z-index:5}.adapted-line-segment{background:var(--series-color);height:3px;box-shadow:0 2px 5px var(--series-color);border-radius:99px;display:block;position:absolute}@supports (color:color-mix(in lab, red, red)){.adapted-line-segment{box-shadow:0 2px 5px color-mix(in srgb, var(--series-color) 20%, transparent)}}.adapted-line-segment{transform-origin:0}.adapted-series-adapted .adapted-line-segment{height:4px}.adapted-data-point{width:1px;height:1px;display:block;position:absolute}.adapted-data-point>i{background:var(--series-color);width:14px;height:14px;box-shadow:0 0 0 1px var(--series-color), 0 5px 13px var(--series-color);border:3px solid #fff;border-radius:50%;display:block;position:absolute;top:0;left:0}@supports (color:color-mix(in lab, red, red)){.adapted-data-point>i{box-shadow:0 0 0 1px color-mix(in srgb, var(--series-color) 72%, transparent), 0 5px 13px color-mix(in srgb, var(--series-color) 20%, transparent)}}.adapted-data-point>i{transform:translate(-50%,-50%)}.adapted-series-adapted .adapted-data-point>i{width:18px;height:18px;box-shadow:0 0 0 1px var(--series-color), 0 6px 16px var(--series-color)}@supports (color:color-mix(in lab, red, red)){.adapted-series-adapted .adapted-data-point>i{box-shadow:0 0 0 1px color-mix(in srgb, var(--series-color) 72%, transparent), 0 6px 16px color-mix(in srgb, var(--series-color) 28%, transparent)}}.adapted-data-point>em{color:var(--series-color);background:#ffffffdb;border-radius:6px;padding:3px 6px;position:absolute;left:0}@supports (color:color-mix(in lab, red, red)){.adapted-data-point>em{color:color-mix(in srgb, var(--series-color) 82%, #222836)}}.adapted-data-point>em{white-space:nowrap;font-size:.82rem;font-style:normal;font-weight:700;transform:translate(-50%,11px)}.adapted-series-rules .adapted-data-point>em{transform:translate(-50%,12px)}.adapted-series-adapted .adapted-data-point>em{display:none}.adapted-best-callout,.adapted-forty-callout{z-index:8;background:#fffffff0;border:1px solid #40919a38;border-radius:11px;flex-direction:column;padding:9px 12px;display:flex;position:absolute;box-shadow:0 12px 26px #2d5d6414}.adapted-forty-callout{top:115px;left:668px}.adapted-best-callout:before,.adapted-forty-callout:before{content:"";background:#43919a59;width:1px;position:absolute}.adapted-best-callout:before{height:20px;top:100%;left:18px}.adapted-forty-callout:before{height:18px;top:100%;right:20px}.adapted-best-callout small,.adapted-forty-callout small{color:#65707c;text-transform:uppercase;font-size:.77rem;font-weight:600}.adapted-best-callout strong,.adapted-forty-callout strong{color:#35737b;margin:2px 0;font-size:1.17rem}.adapted-best-callout span,.adapted-forty-callout span{color:#505966;font-size:.84rem;font-weight:600}.adapted-x-title{color:#303743;font-size:.94rem;position:absolute;bottom:0;right:23px}.adapted-result-explanation{background:linear-gradient(#f9fafdeb,#fbfdfdf0);border:1px solid #2b32461a;border-radius:21px;flex-direction:column;gap:10px;padding:20px;display:flex}.adapted-result-explanation>header{border-bottom:1px solid #2d344817;padding:3px 2px 13px}.adapted-result-explanation>header>span{color:#6f7683;letter-spacing:.07em;text-transform:uppercase;margin-bottom:4px;font-size:.84rem;font-weight:700;display:block}.adapted-result-explanation>header>strong{color:#292f3a;font-size:1.25rem}.adapted-result-explanation>article{background:#ffffffd6;border:1px solid #343c5217;border-radius:14px;grid-template-columns:37px minmax(0,1fr);gap:11px;padding:14px 13px;display:grid}.adapted-result-explanation>article>span{color:#6a74b7;border:1px solid #5b67b829;border-radius:50%;place-items:center;width:34px;height:34px;font-size:.78rem;font-weight:700;display:grid}.adapted-result-explanation h3{color:#303743;margin:0 0 4px;font-size:1.08rem}.adapted-result-explanation article div>strong{color:#586170;font-size:.9rem}.adapted-result-explanation article div>p{color:#656d7a;margin:7px 0 0;font-size:.89rem;line-height:1.42}.adapted-result-explanation article sub{font-size:.68em}.adapted-explanation-final{box-shadow:0 12px 28px #337a830e;background:linear-gradient(145deg,#f2fafaf0,#f7f8fff5)!important;border-color:#41909933!important}.adapted-explanation-final>span{color:#3f7b82!important;border-color:#41909938!important}.adapted-explanation-final h3{color:#35737b}.adapted-parameter-note{color:#545d69;border-top:1px solid #2d34481a;justify-content:space-between;align-items:center;gap:14px;min-height:56px;margin-top:auto;padding:9px 14px;font-size:.92rem;font-weight:600;display:flex}.adapted-parameter-note>strong{color:#4a579e;font-size:1.5rem}.adapted-results-conclusion{background:linear-gradient(90deg,#f5f8fff2,#f0fafae6);border:1px solid #43919a2b;border-radius:17px;grid-template-columns:auto 1fr auto 1fr auto;align-items:center;gap:18px;min-height:77px;margin-top:20px;padding:13px 21px;display:grid}.adapted-results-conclusion>span{color:#5e6673;font-size:1rem;font-weight:600}.adapted-results-conclusion>strong{color:#343c49;font-size:1.16rem}.adapted-results-conclusion>strong:last-child{color:#35747c}.adapted-results-conclusion>i{background:linear-gradient(90deg,#6271c957,#44949db3);border-radius:99px;height:2px;position:relative}.adapted-results-conclusion>i:after{content:"";border-top:2px solid #4d969e;border-right:2px solid #4d969e;width:9px;height:9px;position:absolute;top:-4px;right:-1px;transform:rotate(45deg)}.adapted-results-note{color:#4f5764;text-align:center;margin:17px 11px 1px;font-size:1rem;font-weight:600;line-height:1.5}.adapted-results-sr-only{clip:rect(0, 0, 0, 0);white-space:nowrap;border:0;width:1px;height:1px;margin:-1px;padding:0;position:absolute;overflow:hidden}@media (max-width:1180px){.adapted-results-body{grid-template-columns:1fr}.adapted-result-explanation{grid-template-columns:repeat(3,1fr);display:grid}.adapted-result-explanation>header,.adapted-parameter-note{grid-column:1/-1}}@media (max-width:760px){.task-adapted-results-section{min-height:0;padding:78px 0 88px}.task-adapted-results-shell{width:min(100% - 28px,660px)}.task-adapted-results-heading{min-height:112px}.task-adapted-results-heading>div>p{gap:9px;font-size:.78rem}.task-adapted-results-heading>div>p>span{width:35px;height:35px;font-size:.72rem}.task-adapted-results-heading h2{font-size:clamp(1.65rem,8vw,2.3rem)}.task-adapted-results-figure{border-radius:21px;padding:14px}.adapted-results-caption{grid-template-columns:1fr}.adapted-bigram-cap{min-width:0}.adapted-chart-panel{padding:13px 9px 10px}.adapted-chart-legend{flex-wrap:wrap;justify-content:flex-start;padding:4px 8px 10px}.adapted-result-explanation{display:flex}.adapted-results-conclusion{text-align:center;grid-template-columns:1fr;gap:9px}.adapted-results-conclusion>i{display:none}.adapted-results-note{font-size:.94rem}}.adapted-results-body{grid-template-columns:minmax(0,1fr) 390px;align-items:stretch}.adapted-chart-panel{flex-direction:column;min-height:790px;padding:20px 18px 16px;display:flex}.adapted-chart-legend{justify-content:center;gap:10px 16px;padding-bottom:12px}.adapted-chart-legend>span,.adapted-chart-legend>button{color:#555d69;white-space:nowrap;background:0 0;border:1px solid #0000;border-radius:999px;align-items:center;gap:7px;min-height:37px;padding:0 10px;font-size:.91rem;font-weight:700;display:inline-flex}.adapted-chart-legend>button{cursor:pointer;transition:border-color .26s,background .26s,color .26s,transform .26s}:is(.adapted-chart-legend>button:hover,.adapted-chart-legend>button:focus-visible,.adapted-chart-legend>button.is-active){color:#343b49;background:#f7f8feeb;border-color:#5966bc2b;outline:none;transform:translateY(-1px)}.adapted-chart-legend>span>i,.adapted-chart-legend>button>i{background:#8b93a3;border-radius:99px;width:23px;height:3px;display:inline-block}.adapted-chart-legend .adapted-legend-baseline>i{background:0 0;border-top:2px dashed #242a35;height:0}.adapted-chart-legend .adapted-legend-sft>i{background:#6572c9}.adapted-chart-legend .adapted-legend-adapted>i{background:#43919a;height:4px}.adapted-chart-scroll{flex:1;align-items:stretch;display:flex;overflow:hidden}.adapted-chart{flex:auto;width:100%;height:720px;margin:auto}.adapted-y-title{font-size:1.02rem;top:10px;left:10px}.adapted-y-grid{right:20px}.adapted-y-grid>span{font-size:.9rem;left:10px}.adapted-y-grid>i{left:58px}.adapted-x-guide{top:65px;bottom:66px}.adapted-x-guide>span{font-size:.94rem;bottom:-34px}.adapted-baseline-line{left:58px;right:38px}.adapted-baseline-line>strong{font-size:.92rem;top:-31px}.adapted-series{opacity:.5;transition:opacity .72s,filter .72s}.adapted-series-adapted{opacity:.68}.adapted-series.is-active{opacity:1;filter:saturate(1.08)}.adapted-line-segment{transition:height .5s,box-shadow .5s,filter .5s}.adapted-series.is-active .adapted-line-segment{filter:saturate(1.08);height:4px;animation:2.8s ease-in-out infinite adaptedLineBreath}.adapted-series-adapted.is-active .adapted-line-segment{height:5px}.adapted-data-point>i{transition:width .42s,height .42s,box-shadow .42s}.adapted-series.is-active .adapted-data-point>i{width:18px;height:18px;box-shadow:0 0 0 1px var(--series-color), 0 7px 18px var(--series-color)}@supports (color:color-mix(in lab, red, red)){.adapted-series.is-active .adapted-data-point>i{box-shadow:0 0 0 1px color-mix(in srgb, var(--series-color) 74%, transparent), 0 7px 18px color-mix(in srgb, var(--series-color) 29%, transparent)}}.adapted-series-adapted.is-active .adapted-data-point>i{width:21px;height:21px;animation:2.2s ease-in-out infinite adaptedPointPulse}.adapted-data-point>em,.adapted-series-adapted .adapted-data-point>em{opacity:0;transition:opacity .48s,transform .48s;display:block;transform:translate(-50%,12px)}.adapted-series-sft .adapted-data-point>em{transform:translate(-50%,12px)}.adapted-series.is-active .adapted-data-point>em{opacity:1}.adapted-series.is-active .adapted-data-point.has-callout>em{display:none}.adapted-best-callout,.adapted-forty-callout{opacity:.78;transition:opacity .6s,transform .6s,box-shadow .6s}.adapted-best-callout{top:23px;left:426px}.adapted-forty-callout{width:170px;padding:8px 10px}.adapted-best-callout:before{background:linear-gradient(90deg,#43919a7a,#43919a1f);width:39px;height:1px;top:67px;left:-39px}.adapted-forty-callout:before{background:linear-gradient(#43919a80,#43919a29);width:1px;height:26px;top:100%;right:28px}.adapted-best-callout.is-active,.adapted-forty-callout.is-active{opacity:1;animation:2.6s ease-in-out infinite adaptedCalloutFloat;box-shadow:0 16px 34px #2d5d6421}.adapted-x-title{font-size:.98rem;bottom:0;right:26px}.adapted-result-explanation{gap:12px;padding:22px}.adapted-explanation-card{min-height:0;color:inherit;cursor:pointer;text-align:left;background:#ffffffdb;border:1px solid #343c521a;border-radius:15px;flex:1 1 0;grid-template-columns:39px minmax(0,1fr);gap:12px;padding:15px 14px;transition:border-color .42s,background .42s,box-shadow .42s,transform .42s;display:grid}:is(.adapted-explanation-card:hover,.adapted-explanation-card:focus-visible,.adapted-explanation-card.is-active){background:#fffffffa;border-color:#5c68bc3b;outline:none;transform:translateY(-2px);box-shadow:0 14px 30px #39436911}.adapted-explanation-card>span{color:#6974bd;border:1px solid #5b67b82b;border-radius:50%;place-items:center;width:36px;height:36px;font-size:.8rem;font-weight:700;display:grid}.adapted-explanation-card h3{color:#303743;margin:0 0 5px;font-size:1.14rem}.adapted-explanation-card div>strong{color:#59616e;font-size:.91rem;line-height:1.38}.adapted-explanation-card div>p{color:#717986;margin:6px 0;font-size:.82rem;font-weight:600;line-height:1.35}.adapted-explanation-card div>small{color:#5e6878;background:#f6f8fdcc;border:1px solid #4e5b9c1f;border-radius:6px;max-width:100%;padding:4px 7px;font-size:.72rem;font-weight:700;line-height:1.2;display:inline-flex}.adapted-explanation-card div>em{color:#555e6c;margin-top:8px;font-size:.88rem;font-style:normal;font-weight:700;line-height:1.25;display:block}.adapted-explanation-card div>em>i{color:#7b8491;margin:0 5px;font-style:normal}.adapted-explanation-sft.is-active{background:linear-gradient(145deg,#f7f8fffa,#fffffffa);border-color:#5b69c44d}.adapted-explanation-adapted.is-active{background:linear-gradient(145deg,#f1fafaf5,#f8f9fffa);border-color:#4190994a;box-shadow:0 15px 32px #337a8314}.adapted-explanation-adapted h3,.adapted-explanation-adapted div>em{color:#35737b}.adapted-explanation-adapted>span{color:#3f7b82;border-color:#4190993b}.adapted-parameter-note{margin-top:auto}.adapted-results-note{max-width:930px;margin-left:auto;margin-right:auto}@keyframes adaptedLineBreath{0%,to{filter:brightness(.98)saturate()}50%{filter:brightness(1.1)saturate(1.16)}}@keyframes adaptedPointPulse{0%,to{transform:translate(-50%,-50%)scale(1)}50%{transform:translate(-50%,-50%)scale(1.12)}}@keyframes adaptedCalloutFloat{0%,to{transform:translateY(0)}50%{transform:translateY(-3px)}}@media (max-width:1180px){.adapted-results-body{grid-template-columns:1fr}.adapted-result-explanation{grid-template-columns:repeat(3,1fr);display:grid}.adapted-explanation-card{min-height:190px}.adapted-result-explanation>header,.adapted-parameter-note{grid-column:1/-1}}@media (max-width:760px){.adapted-chart-panel{min-height:0;padding:13px 9px 10px}.adapted-chart-legend{flex-wrap:wrap;justify-content:flex-start}.adapted-result-explanation{display:flex}.adapted-explanation-card{flex:none;min-height:158px}}@media (prefers-reduced-motion:reduce){.scroll-cue span{animation:none;transform:translateY(10px)}.resource-link,.icon-shell{transition:none}.corpus-page mark,.demo-legend .demo-trainable-state>i,.demo-distill-link>i,.teacher-input-flow>i,.teacher-output-flow>i,.teacher-probability>div>i,.alignment-student-probability .alignment-bars>i,.alignment-zip-link,.alignment-zip-link>i,.alignment-gradient-path>i>b,.prefill-rule-outline,.prefill-scan-beam,.prefill-merge-operation,.prefill-kv-slot,.prefill-next-bars>i,.prefill-sample-arrow>i,.prefill-new-token,.decode-flow-arrow>i,.decode-memory-ribbon:after,.decode-tail-probes>span,.decode-kv-retire,.student-model-flow>i,.teacher-network-layer,.teacher-network-plane,.teacher-depth-signal,.trainable-state i,.span-embeddings i,.merge-orb:before,.alignment-thread i{animation:none}}@property --tw-rotate-x{syntax:"*";inherits:false}@property --tw-rotate-y{syntax:"*";inherits:false}@property --tw-rotate-z{syntax:"*";inherits:false}@property --tw-skew-x{syntax:"*";inherits:false}@property --tw-skew-y{syntax:"*";inherits:false}