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.thumb-wrap{display:block}
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/* Source assets and sharp, browser-rendered annotations. */
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@media(max-width:600px){.data-bridge{padding:18px;margin-top:27px}.source-pair img{aspect-ratio:4/3}.shared-interface strong{font-size:12px}.method-board{padding:17px;gap:22px}.sequence-images{gap:7px}.sequence-images figcaption{font-size:9px}.trajectory-title h3{font-size:13px}.motion-supervision{grid-template-columns:1fr;gap:17px}.motion-supervision>.mini-kicker{grid-column:1}.motion-supervision h3{font-size:15px}.motion-supervision p{font-size:12px}.method-foot{justify-content:flex-start;font-size:10px;gap:8px}.method-foot-arrow{display:none}.method-foot strong{width:100%}.evaluation-context{gap:13px;grid-template-columns:1fr}.evaluation-context img{height:225px}.evaluation-context figcaption{padding:12px 15px;font-size:10px}.source-chart{padding:16px}.chart-heading{gap:10px;margin-bottom:15px}.chart-heading h3{font-size:14px}.chart-heading a{font-size:9px}.chart-scroll img{min-width:730px}.split .reasoning-chart{padding:13px}.source-chart figcaption{font-size:10px}}
/* Combined overview and method, followed by results and demonstrations. */
.method-details{padding-top:47px;text-align:left;scroll-margin-top:100px}.method-details>h3{font-size:24px;margin-bottom:17px}.method-details>p:not(.caption){max-width:820px;color:#6a6a6a}.method-details .caption{max-width:830px}.resource-link .coming-soon{margin-left:4px;font-size:10px;color:#848484}.intro>.method-details .steps{text-align:left}
main .demo-section{width:100%;max-width:none;padding:60px 0;border-top:1px solid var(--line);border-bottom:0}
@media(max-width:600px){.method-details{padding-top:32px}.method-details>h3{font-size:21px}main .demo-section{padding:44px 0}.resource-link .coming-soon{font-size:9px}}
@media(max-width:600px){.hero-inner .links{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:8px}.hero-inner .links>.button{justify-content:center;gap:6px;font-size:10px;padding:10px 7px}.hero-inner .resource-link svg{width:13px;height:13px}.hero-inner .resource-link .coming-soon{font-size:9px;margin-left:0}.hero-inner .button span{margin-left:0}}
/* Figure ingredients integrated with responsive, native text. */
.learning-layout{display:grid;grid-template-columns:1fr 1.1fr;gap:52px;margin-top:42px;align-items:center;text-align:left}.learning-data h3{font-size:22px;max-width:330px;margin-bottom:24px}.data-strip+.data-strip{margin-top:21px}.data-label{font-size:13px;font-weight:650;margin-bottom:9px}.data-label>span{display:block;font-size:11px;font-weight:400;color:var(--muted)}.data-photos{display:grid;grid-template-columns:1fr 1fr;gap:9px}.data-photos img{height:112px;object-fit:cover;border-radius:7px}.data-strip:last-child .data-photos img:last-child{object-position:center 54%}.learning-model{padding:26px;background:#fff;border:1px solid var(--line);border-radius:12px}.target-pair{display:grid;grid-template-columns:1fr 1fr;gap:13px}.target-pair>div{padding:17px 14px;border-radius:8px;background:#f5f0e9}.target-pair>div:last-child{background:#fff3e9}.target-label{display:block;font-size:10px;font-weight:600;letter-spacing:.4px;color:var(--green);margin-bottom:7px}.target-pair strong{display:block;font-size:14px;line-height:1.4}.target-pair p{font-size:12px;line-height:1.65;color:var(--muted);margin:9px 0 0}.model-connectors{display:grid;grid-template-columns:1fr 1fr;text-align:center;color:#a3a3a3;font-size:23px;line-height:1.6}.backbone-node{background:var(--pale);border:1px solid #dedede;border-radius:8px;padding:16px;text-align:center}.backbone-node strong{display:block;font-size:16px}.backbone-node span{display:block;font-size:11px;color:var(--muted);margin-top:3px}.expert-node{display:flex;flex-direction:column;align-items:center}.expert-node>span:first-child{font-size:22px;color:#a3a3a3;line-height:1.7}.expert-node strong{font-size:13px}.expert-node>span:last-child{font-size:11px;color:var(--muted)}.integrated-method{padding-top:55px}.example-intro{display:grid;grid-template-columns:1fr 1fr;gap:45px;align-items:end;margin-bottom:25px}.example-intro .mini-kicker{margin-bottom:9px}.example-intro h3{font-size:25px;margin:0}.example-intro>p{font-size:14px;color:var(--muted);margin:0;line-height:1.75}.fold-example{border:1px solid var(--line);border-radius:12px;background:white;overflow:hidden}.fold-row{display:grid;grid-template-columns:1.45fr 1fr .85fr;gap:24px;padding:24px;align-items:start}.fold-row+.fold-row{border-top:1px solid var(--line)}.fold-label{display:flex;align-items:center;gap:12px;margin-bottom:14px}.fold-label strong{font-size:13px}.fold-label>span{font-size:10px;color:var(--muted)}.fold-frames{display:grid;grid-template-columns:repeat(4,minmax(0,1fr));gap:8px}.fold-frames img{border-radius:5px;aspect-ratio:1;object-fit:cover}.fold-frames>div>span{display:block;font-size:10px;text-align:center;color:var(--muted);margin-top:6px}.fold-reason,.fold-action{padding-top:2px}.fold-reason p{font-size:12px;line-height:1.75;color:#646464;margin:0}.fold-action pre{font-size:11px;line-height:1.8;padding:12px;background:#f4f4f4;border:0;border-radius:6px;color:#5f4d3f}.inference-note{font-size:13px;color:var(--muted);margin:20px 0 0;padding-left:15px;border-left:2px solid #989898;max-width:850px}.inference-note strong{color:var(--green)}
@media(max-width:800px){.learning-layout{gap:25px;grid-template-columns:1fr 1fr}.learning-model{padding:18px}.target-pair{grid-template-columns:1fr;gap:10px}.target-pair>div{padding:12px}.model-connectors{display:none}.backbone-node{margin-top:14px}.fold-row{grid-template-columns:1fr 1fr;gap:19px}.fold-trajectory{grid-column:1/-1}.fold-frames{max-width:460px}.fold-reason p{font-size:13px}.fold-action pre{font-size:12px}}
@media(max-width:600px){.learning-layout{grid-template-columns:1fr;gap:26px;margin-top:30px}.learning-data h3{font-size:21px;max-width:none;margin-bottom:20px}.data-photos img{height:120px}.target-pair{grid-template-columns:1fr 1fr}.target-pair strong{font-size:13px}.target-pair p{font-size:11px}.model-connectors{display:grid}.backbone-node{margin-top:0}.integrated-method{padding-top:36px}.example-intro{grid-template-columns:1fr;gap:12px;margin-bottom:20px}.example-intro h3{font-size:23px}.example-intro>p{font-size:13px}.fold-row{padding:17px;gap:16px;grid-template-columns:1fr}.fold-trajectory{grid-column:auto}.fold-reason p{font-size:12px}.fold-action pre{font-size:11px}.fold-label{margin-bottom:11px}.fold-frames{gap:6px}.inference-note{font-size:12px}.hero-inner .links>.button:last-child{grid-column:1/-1;justify-self:center;min-width:190px}}

/* One integrated explanation: data, example, learning and deployment. */
.architecture-story{margin-top:38px;border:1px solid var(--line);border-radius:14px;background:white;text-align:left;overflow:hidden;scroll-margin-top:95px}.training-heading{display:flex;align-items:center;gap:15px;padding:22px 26px 0}.phase-badge,.example-badge{display:inline-block;font-size:10px;font-weight:650;letter-spacing:.7px;text-transform:uppercase;padding:5px 10px;border-radius:5px;background:var(--pale);color:var(--green)}.training-heading>span:last-child{font-size:12px;color:var(--muted)}.training-sources{display:grid;grid-template-columns:repeat(4,1fr);gap:0;padding:22px 26px;border-bottom:1px solid var(--line)}.training-sources>div{padding:0 15px}.training-sources>div:first-child{padding-left:0}.training-sources>div+div{border-left:1px solid var(--line)}.training-sources strong{display:flex;justify-content:space-between;gap:8px;font-size:13px}.training-sources strong>span{color:var(--green);font-weight:500}.training-sources p{font-size:10px;line-height:1.7;color:var(--muted);margin:5px 0 0}.reasoning-motivation{padding:26px 26px 22px;display:grid;grid-template-columns:.9fr 1.7fr;gap:30px;align-items:center}.reasoning-motivation h3{font-size:22px;margin:0}.reasoning-motivation p{font-size:13px;color:var(--muted);margin:0;line-height:1.8}.architecture-example{margin:0 26px;border:1px solid var(--line);border-radius:9px;overflow:hidden}.architecture-example-title{padding:17px 22px;background:#f6f6f6;display:flex;align-items:center;flex-wrap:wrap;gap:10px 15px}.example-badge{font-size:9px;background:#eee9df;color:#7b674c}.architecture-example-title h3{font-size:17px;margin:0}.architecture-example-title p{font-size:12px;line-height:1.6;color:var(--muted);margin:0;width:100%}.architecture-example .fold-example{border:0;border-radius:0}.architecture-example .fold-row{padding:20px 22px;gap:22px}.architecture-example .fold-reason .target-label:before{content:'Why · ';font-weight:400}.architecture-example .fold-action .target-label:before{content:'What · ';font-weight:400}.supervision-label{display:flex;justify-content:center;align-items:center;gap:13px;padding:17px 26px}.supervision-label>span{font-size:27px;color:#989898}.supervision-label strong{display:block;font-size:12px}.supervision-label div>span{display:block;font-size:10px;color:var(--muted)}.training-model-flow{display:grid;grid-template-columns:.9fr 28px 1.2fr 28px 1.1fr;gap:13px;align-items:center;padding:0 26px 25px}.training-model-flow>div{padding:16px;border-radius:8px;border:1px solid var(--line);text-align:center}.training-model-flow strong{display:block;font-size:13px}.training-model-flow div>span:not(.target-label){display:block;font-size:10px;color:var(--muted);margin-top:5px}.training-model-flow .target-label{font-size:9px}.flow-arrow{color:#989898;font-size:24px;text-align:center}.inference-path{background:var(--pale);padding:23px 26px;border-top:1px solid #dcdcdc}.inference-heading{display:flex;gap:15px;align-items:center;margin-bottom:16px}.inference-heading .phase-badge{background:var(--green);color:white}.inference-heading strong{font-size:16px;color:var(--green)}.inference-flow{display:flex;align-items:center;gap:20px;flex-wrap:wrap;font-size:12px;color:#5e5e5e}.inference-flow strong{padding:8px 17px;background:white;border:1px solid #d3d3d3;border-radius:6px;color:var(--green)}.inference-path p{font-size:11px;line-height:1.7;color:#727272;margin:14px 0 0;max-width:800px}
@media(max-width:800px){.training-sources{grid-template-columns:1fr 1fr;gap:20px}.training-sources>div{padding:0}.training-sources>div+div{border:0}.reasoning-motivation{grid-template-columns:1fr;gap:12px}.training-model-flow{gap:8px;grid-template-columns:1fr 20px 1.2fr 20px 1fr}.training-model-flow>div{padding:12px}.training-model-flow strong{font-size:12px}}
@media(max-width:600px){.architecture-story{margin-top:28px}.training-heading{padding:18px 17px 0;gap:10px;flex-wrap:wrap}.training-heading>span:last-child{font-size:10px}.training-sources{padding:19px 17px;gap:18px}.training-sources strong{font-size:12px}.training-sources p{font-size:10px}.reasoning-motivation{padding:22px 17px}.reasoning-motivation h3{font-size:21px}.reasoning-motivation p{font-size:12px}.architecture-example{margin:0 12px}.architecture-example-title{padding:15px}.architecture-example-title h3{font-size:16px}.architecture-example-title p{font-size:11px}.architecture-example .fold-row{padding:15px;gap:15px}.supervision-label{padding:16px 17px;justify-content:flex-start}.supervision-label div>span{font-size:9px}.training-model-flow{grid-template-columns:1fr;padding:0 17px 20px;gap:7px}.training-model-flow .flow-arrow{transform:rotate(90deg);line-height:1.3}.training-model-flow>div{padding:12px}.inference-path{padding:20px 17px}.inference-heading{gap:10px;align-items:flex-start}.inference-heading strong{font-size:14px}.inference-flow{gap:8px;flex-direction:column;align-items:stretch;text-align:center}.inference-flow>span[aria-hidden]{transform:rotate(90deg)}.inference-flow strong{align-self:center;min-width:180px}.inference-path p{font-size:10px}}

/* Keynote-inspired model blocks, token streams and source-camera mixture. */
.mixture-visual{display:grid;grid-template-columns:270px 1fr;gap:24px;align-items:center;padding:20px 26px;border-bottom:1px solid var(--line)}.mixture-ring svg{display:block;width:100%;font-family:'DM Sans',sans-serif}.mixture-ring>p{font-size:10px;text-align:center;color:var(--muted);margin:0}.mixture-groups{display:grid;grid-template-columns:1fr 1fr;gap:20px 24px}.mixture-group-heading{display:flex;justify-content:space-between;align-items:center;margin-bottom:8px;border-left:3px solid var(--group-color);padding-left:9px}.mixture-group-heading h3{font-size:13px;margin:0;color:var(--group-color)}.mixture-group-heading strong{font-size:12px;color:var(--group-color)}.mixture-thumbs{display:grid;grid-template-columns:repeat(3,minmax(0,1fr));gap:7px}.mixture-thumbs img{height:58px;object-fit:cover;border-radius:4px}.mixture-thumbs>div>span{display:block;font-size:8px;color:var(--muted);margin-top:4px;line-height:1.5}.mixture-thumbs b{font-weight:500;white-space:nowrap;color:var(--group-color)}.mixture-other{font-size:8px;color:var(--muted);margin:5px 0 0}.keynote-model{margin:0 26px 26px;padding:22px;border:1px solid var(--line);border-radius:10px;background:#fcfcf9}.model-section-title{margin-bottom:23px}.model-section-title h3{font-size:18px;margin:0 0 5px}.model-section-title>span{font-size:11px;color:var(--muted)}.model-grid{display:grid;grid-template-columns:1fr 1fr .85fr;gap:0 15px}.model-target{padding:16px;background:#fff;border:1px solid #e6d9c4;border-radius:8px;display:flex;flex-direction:column}.model-target h4{font-size:13px;margin:10px 0 8px;line-height:1.4;color:#8f6332}.model-target p{font-size:11px;line-height:1.65;margin:0 0 13px;color:#80735e}.training-only,.control-tag{font-size:8px;text-transform:uppercase;letter-spacing:.6px;color:#9a825e}.language-target{border-color:#eccfc0}.language-target h4{color:#b26641}.control-target{border-color:#d4d4d4}.control-target h4{color:var(--green)}.control-target p{color:var(--muted);font-size:10px;margin:8px 0 0}.control-tag{color:var(--green)}.token-strip{display:flex;gap:5px;margin-top:auto}.token-strip i{height:19px;flex:1;border:1.5px solid #cfaa65;background:#fcf0d6;border-radius:4px}.language-target .token-strip i{border-color:#cb8867;background:#fbe7dc}.control-wave{color:var(--green);margin-top:auto}.control-wave svg{width:100%;height:44px}.diagram-arrow{text-align:center;font-size:28px;line-height:1.6;color:#b49c76}.expert-arrow{color:#929292}.vlm-block{grid-column:span 2;padding:20px 15px;background:#f5ecd9;border:1.5px solid #d2bb8d;border-radius:9px;text-align:center}.expert-block{padding:20px 10px;background:var(--pale);border:1.5px solid #c1c1c1;border-radius:9px;text-align:center}.model-block-label{display:block;font-family:Manrope,sans-serif;font-size:19px;font-weight:650;letter-spacing:-.5px;margin-bottom:8px}.expert-block .model-block-label{font-size:17px}.vlm-block strong,.expert-block strong{font-size:11px;font-weight:500;display:block}.vlm-block p,.expert-block p{font-size:9px;line-height:1.65;color:var(--muted);margin:8px 0 0}.prefix-arrow{grid-column:span 2;display:flex;flex-direction:column;align-items:center;padding:5px 0 10px;color:#a6926b}.prefix-arrow>span:first-child{font-size:26px;line-height:1.3}.prefix-arrow>span:last-child{font-size:9px}.expert-prefix{grid-column:auto;color:#888888}.prefix-block{grid-column:1/-1;display:flex;align-items:center;gap:19px;background:white;border:1px solid var(--line);padding:14px;border-radius:8px}.prefix-images{display:flex;gap:7px;flex-shrink:0}.prefix-images img{height:60px;width:60px;object-fit:cover;border-radius:5px}.prefix-block strong{font-size:12px;display:block}.prefix-block p{font-size:10px;line-height:1.6;color:var(--muted);margin:4px 0 0}.prefix-note{font-size:10px;color:var(--muted);max-width:180px;margin-left:auto;border-left:1px solid var(--line);padding-left:16px;line-height:1.65}.architecture-example{margin-bottom:26px}
@media(max-width:800px){.mixture-visual{grid-template-columns:200px 1fr;gap:18px;padding:20px}.mixture-groups{gap:15px}.mixture-thumbs img{height:45px}.keynote-model{margin:0 20px 22px;padding:18px}.model-grid{gap:0 10px}.model-target{padding:12px}.model-block-label{font-size:16px}.expert-block .model-block-label{font-size:15px}.prefix-note{display:none}.mixture-thumbs>div>span{font-size:8px}}
.model-grid-scroll{overflow-x:auto;overscroll-behavior-x:contain}.model-grid-scroll:focus-visible{outline:2px solid #9d9d9d;outline-offset:3px}
@media(max-width:600px){.mixture-visual{grid-template-columns:1fr;padding:15px 17px 22px;gap:20px}.mixture-ring{max-width:230px;width:100%;margin:auto}.mixture-groups{gap:20px 15px}.mixture-thumbs img{height:48px}.mixture-group-heading h3{font-size:12px}.keynote-model{margin:0 12px 20px;padding:14px}.model-section-title h3{font-size:17px}.model-section-title>span{font-size:10px}.model-section-title:after{content:'Swipe to explore the model →';display:block;margin-top:10px;font-size:9px;color:var(--green)}.model-grid{min-width:640px;gap:0 12px}.model-target{padding:13px}.model-target h4{font-size:13px}.model-target p{font-size:11px}.model-block-label{font-size:18px}.expert-block .model-block-label{font-size:16px}.architecture-example{margin-bottom:20px}}

/* LAP palette: white, charcoal and Princeton orange. */
.wordmark span,.nav-brand span{color:#ec5800}.authors a,a{color:#c45e00}.top-nav{background:rgba(255,255,255,.94)}.button{background:#242424;color:white}.button:hover{background:#000}.button.secondary{background:#fff;border-color:#d7d7d7;color:#4a4a4a}.button.secondary:hover{background:#f5f5f5}.metrics{background:#fff3e9}.metrics strong{color:#c45e00}.metrics>div+div{border-color:#efd9c7}.vlm-block{background:#fff3e9;border-color:#e0b68e}.model-block-label{color:#333}.expert-block{background:#f4f4f4;border-color:#c8c8c8}.control-target{border-color:#d4d4d4}.control-tag,.control-target h4,.control-wave{color:#c45e00}.expert-arrow,.expert-prefix{color:#c45e00}.token-strip i{border-color:#cf8a4b;background:#fff0d9}.reasoning-target h4{color:#a04e00}.model-target.reasoning-target{border-color:#e7c9a9}.training-only{color:#a04e00}.prefix-block{background:white}.fold-action pre{background:#f7f7f7;color:#555}.phase-badge{background:#fff3e9;color:#c45e00}
/* Compact typography and spacing across the project page. */
h2{font-size:clamp(25px,2.4vw,31px);line-height:1.25;letter-spacing:-.8px;margin-bottom:16px}h3{font-size:19px;margin-bottom:11px}p{font-size:15px;line-height:1.7;margin-bottom:17px}main section{padding:46px 0}.section-kicker{margin-bottom:12px}.hero-inner{padding-top:30px;padding-bottom:28px}.wordmark{font-size:68px;margin-bottom:11px}.hero-title{font-size:30px;margin-bottom:15px}.authors{line-height:1.7}.author-note{margin-bottom:16px}.top-nav{height:64px}.metrics{padding:22px 24px;margin:26px 0;gap:20px}.metrics strong{font-size:38px}.metrics strong span{font-size:24px}.metrics p{margin-top:7px}.architecture-story{margin-top:26px}.training-heading{padding:17px 20px 0}.mixture-visual{grid-template-columns:230px 1fr;padding:15px 20px;gap:20px}.mixture-groups{gap:15px 22px}.reasoning-motivation{padding:20px;gap:24px}.reasoning-motivation h3{font-size:19px}.reasoning-motivation p{line-height:1.65}.keynote-model{margin:0 20px 20px;padding:17px}.model-section-title{margin-bottom:16px}.model-section-title h3{font-size:17px}.model-target{padding:13px}.model-target h4{margin:8px 0 6px}.model-target p{margin-bottom:10px}.vlm-block,.expert-block{padding:15px 12px}.model-block-label{font-size:17px;margin-bottom:6px}.expert-block .model-block-label{font-size:16px}.diagram-arrow{font-size:24px;line-height:1.4}.prefix-arrow{padding:3px 0 7px}.prefix-block{padding:11px}.prefix-images img{height:50px;width:50px}.architecture-example{margin:0 20px 20px}.architecture-example-title{padding:13px 17px;gap:7px 12px}.architecture-example .fold-row{padding:16px 17px;gap:20px}.fold-label{margin-bottom:10px}.evaluation-context{margin-top:22px;gap:20px}.evaluation-context img{height:185px}.evaluation-context figcaption{padding:11px 15px}.source-chart{padding:18px;margin-top:24px}.chart-heading{margin-bottom:16px}.source-chart figcaption{margin-top:13px}.split{margin:30px 0;gap:38px}.split p{font-size:14px;line-height:1.75;margin-bottom:14px}main .demo-section{padding:42px 0}.demo-heading h2{font-size:22px}.demo-caption{margin-top:13px}footer{padding:22px 28px}
@media(max-width:800px){.mixture-visual{grid-template-columns:190px 1fr;gap:17px}.hero-title{font-size:29px}.split{gap:25px}}
@media(max-width:600px){.top-nav{height:58px}.hero-inner{padding:27px 20px 24px}.wordmark{font-size:57px}.hero-title{font-size:24px;line-height:1.3}.authors{font-size:12px;line-height:1.8}h2{font-size:25px;letter-spacing:-.6px;margin-bottom:15px}h3{font-size:18px}p{font-size:14px;line-height:1.7;margin-bottom:15px}main section{padding:32px 0}.section-kicker{margin-bottom:11px}.metrics{padding:19px 12px;margin:22px 0;gap:0}.metrics strong{font-size:28px}.metrics strong span{font-size:18px}.architecture-story{margin-top:22px}.training-heading{padding:15px 15px 0}.mixture-visual{grid-template-columns:1fr;padding:12px 15px 18px;gap:17px}.mixture-ring{max-width:200px}.mixture-groups{gap:17px 13px}.reasoning-motivation{padding:18px 15px;gap:10px}.reasoning-motivation h3{font-size:18px}.keynote-model{margin:0 11px 17px;padding:12px}.model-section-title h3{font-size:16px}.model-target{padding:12px}.architecture-example{margin:0 11px 17px}.architecture-example-title{padding:12px}.architecture-example-title h3{font-size:15px}.architecture-example .fold-row{padding:13px;gap:13px}.evaluation-context{gap:13px;margin-top:20px}.evaluation-context img{height:190px}.source-chart{padding:14px;margin-top:20px}.chart-heading{margin-bottom:13px}.split{margin:24px 0;gap:19px}.split p{font-size:13px}.split img{padding:12px}main .demo-section{padding:32px 0}.demo-heading h2{font-size:20px}footer{padding:18px 20px}}

/* Six zero-shot demonstrations. */
@media(min-width:801px){.clip-selector{grid-template-columns:repeat(6,minmax(0,1fr))}}
@media(max-width:800px){.clip-selector{grid-template-columns:repeat(3,minmax(0,1fr))}}