:root{--bg:#08090b;--panel:#0f1317;--ink:#e6e7ea;--muted:#969da9;--line:#252c33;--green:#7dd87d;--cyan:#7de4d8;--amber:#dfb57e;--body:'Chakra Petch',system-ui,sans-serif;--mono:'JetBrains Mono',monospace;color-scheme:dark}

*{box-sizing:border-box}
html{scroll-behavior:smooth;scroll-padding-top:100px}
body{margin:0;background:var(--bg);color:var(--ink);font-family:var(--body);font-size:18px;line-height:1.65;-webkit-font-smoothing:antialiased}
a{color:inherit;text-decoration:none}
a:hover{color:var(--cyan)}
button,input,select{font:inherit}
button,select{color:var(--ink);background:transparent;border:1px solid var(--line);border-radius:4px}
button{cursor:pointer}
button:hover{border-color:var(--green)}
:focus-visible{outline:2px solid var(--cyan);outline-offset:5px}
::selection{background:#294b3a;color:white}
h1,h2,h3,p,figure{margin:0}
h2{font-size:clamp(29px,4vw,38px);line-height:1.25;font-weight:500;letter-spacing:-.03em;margin:12px 0 24px}
h3{font-size:22px;font-weight:500;line-height:1.4;margin:32px 0 12px}
p+p{margin-top:20px}
p{color:#b8bec8}
code,pre{font-family:var(--mono);font-size:12px}
code{color:var(--cyan);overflow-wrap:anywhere}
pre{overflow-x:auto;line-height:1.9;white-space:pre-wrap;overflow-wrap:anywhere}
.eyebrow{font:10px var(--mono);letter-spacing:.14em;color:var(--green)}
.skip{position:fixed;top:-70px;left:20px;background:var(--green);color:var(--bg);padding:10px;z-index:99}
.skip:focus{top:10px}
.site-header{height:78px;max-width:1240px;padding:0 44px;margin:auto;display:flex;align-items:center;justify-content:space-between;border-bottom:1px solid #1b2025;font-size:13px}
.wordmark{font-weight:600;display:flex;align-items:center;gap:10px;font-size:16px;letter-spacing:.01em}
.brand-icon{font:21px 'Orbitron',sans-serif;color:var(--green)}
.site-header nav{display:flex;gap:32px;color:var(--muted)}
.author{color:#acb4bf;font-size:12px}
.author span{margin-left:12px;color:var(--green)}
main{max-width:1240px;margin:auto;padding:0 44px}
.hero{display:grid;grid-template-columns:1fr 1.1fr;align-items:center;min-height:610px;gap:15px;padding-top:22px}
.hero-copy{padding:30px 0 50px;z-index:1}
.hero .eyebrow{display:flex;align-items:center;gap:12px;font-size:10px;letter-spacing:.1em}
.status-dot{width:6px;height:6px;background:var(--green);border-radius:50%;box-shadow:0 0 12px #7dd87d55}
.slash{color:#49545d;padding:0 6px}
h1{font:500 clamp(40px,5.4vw,68px) 'Orbitron',sans-serif;letter-spacing:.02em;margin:21px 0 28px;line-height:1.2}
.hero-line{font-size:clamp(24px,3vw,37px);line-height:1.25;letter-spacing:-.035em;color:var(--ink)}
.hero-line span{color:var(--green)}
.hero-summary{font-size:16px;line-height:1.7;margin-top:24px!important;color:var(--muted)}
.text-link{display:inline-flex;gap:50px;font-size:13px;border-bottom:1px solid #364237;padding-bottom:8px;margin-top:30px}
.text-link span{color:var(--green)}
.machine-figure{min-width:0;align-self:center}
.scene{height:422px;position:relative;perspective:950px;cursor:grab;touch-action:pan-y;overflow:hidden;isolation:isolate}
.scene:active{cursor:grabbing}
.scene-grid{position:absolute;inset:60% -20% -65%;background-image:linear-gradient(#253b342d 1px,transparent 1px),linear-gradient(90deg,#253b342d 1px,transparent 1px);background-size:28px 28px;transform:rotateX(65deg) rotateZ(-25deg);mask-image:radial-gradient(ellipse,black,transparent 65%)}
.machine{--spread:58;position:absolute;left:50%;top:59%;width:230px;height:230px;transform-style:preserve-3d;transform:translate(-50%,-50%) rotateX(58deg) rotateZ(-35deg);will-change:transform}
.board{position:absolute;inset:0;transform-style:preserve-3d;border:1px solid #547c6c;background:#101c19e8;box-shadow:3px 3px 0 #294037,6px 6px 0 #152a23;transition:background .3s,border-color .3s;backface-visibility:visible}
.board::before,.board::after{content:'';position:absolute;width:6px;height:6px;border:1px solid #5a746b;border-radius:50%;top:9px;left:9px}
.board::after{top:auto;left:auto;bottom:9px;right:9px}
.board-base{transform:translateZ(-32px);background:#101c18}
.board-engine{transform:translateZ(calc(8px + var(--spread)*.45px));background:#15242be8;border-color:#466e7c}
.board-judge{transform:translateZ(calc(20px + var(--spread)*1.05px));background:#172823e6}
.board-proposal{transform:translateZ(calc(32px + var(--spread)*1.65px));background:#1c2926e6;border-color:var(--green);box-shadow:3px 3px 0 #344b3f,6px 6px 0 #1a3026,0 0 35px #7dd87d0d}
.board-label{position:absolute;top:15px;left:23px;font:8px var(--mono);letter-spacing:1px;color:#b2c9bb}
.board-corner{position:absolute;bottom:21px;right:19px;font:25px var(--mono);color:var(--green)}
.socket{position:absolute;inset:57px;border:1px solid #43654c;padding:8px;background:repeating-linear-gradient(90deg,#3e5b3d 0 2px,#0e1711 2px 7px)}
.chip{height:100%;background:#121c16;border:1px solid #678564;display:flex;align-items:center;justify-content:center;flex-direction:column;font:27px 'Orbitron',sans-serif;color:var(--green);box-shadow:3px 3px #070c09}
.chip span{font:5px var(--mono);letter-spacing:1px;margin-top:10px}
.trace{position:absolute;border:1px solid #567c653d;width:70px;height:60px;pointer-events:none}
.trace-a{left:20px;bottom:15px;border-top:0;border-right:0}
.trace-b{right:20px;top:40px;border-left:0;border-bottom:0}
.bank{position:absolute;width:23px;height:110px;top:64px;background:repeating-linear-gradient(#283a2f 0 20px,#0f1813 20px 27px);border:1px solid #365140}
.bank-a{left:18px}
.bank-b{right:18px}
.pins{position:absolute;bottom:-8px;left:55px;width:120px;height:9px;background:repeating-linear-gradient(90deg,#9c976d 0 4px,transparent 4px 8px)}
.cell-grid,.check-grid{position:absolute;inset:57px 32px 32px;background-image:linear-gradient(#75bcce55 1px,transparent 1px),linear-gradient(90deg,#75bcce55 1px,transparent 1px);background-size:27px 27px}
.check-grid{inset:57px 41px 36px;background-image:radial-gradient(circle,#7dd87d99 2px,transparent 3px);background-size:24px 24px}
.code-lines{position:absolute;inset:55px 33px;display:flex;flex-direction:column;gap:12px}
.code-lines i{display:block;height:4px;background:#7dd87d66;width:90%}
.code-lines i:nth-child(2){width:65%;margin-left:18px;background:#7de4d866}
.code-lines i:nth-child(3){width:78%;margin-left:18px}
.code-lines i:nth-child(4){width:50%;margin-left:18px;background:#7de4d866}
.code-lines i:last-child{width:32%}
.scene-coordinate,.drag-hint{position:absolute;bottom:8px;font:8px var(--mono);letter-spacing:1px;color:#727e87}
.scene-coordinate{left:20px}
.drag-hint{right:15px}
.scene-controls{display:flex;align-items:center;gap:15px;margin:10px 18px 0;font:10px var(--mono);color:var(--muted)}
input[type=range]{accent-color:var(--green);cursor:pointer;min-width:40px}
.scene-controls input{flex:1;width:80px}
.scene-controls button{font-size:10px;padding:5px 9px}
.machine-figure figcaption{font-size:11px;color:#747e8a;margin:13px 18px 30px}
.project-strip{display:flex;justify-content:space-between;gap:20px;padding:22px 0;border-block:1px solid var(--line);font:11px var(--mono)}
.project-strip span{display:flex;flex-direction:column;gap:6px}
.project-strip small{font:11px var(--body);color:var(--muted)}
.article-layout{display:grid;grid-template-columns:180px minmax(0,1fr);gap:65px;margin-top:95px}
.contents{position:sticky;top:35px;align-self:start}
.contents nav{display:flex;flex-direction:column;gap:16px;margin-top:25px;font-size:13px;color:var(--muted)}
.contents nav a{border-left:1px solid var(--line);padding-left:15px;transition:color .2s}
.contents nav a.active{border-color:var(--green);color:var(--green)}
.version-note{font:12px var(--mono);margin-top:48px;color:var(--green)}
.version-note span{font-size:10px;color:#6b7480;display:block;margin-top:9px}
article{min-width:0;padding-bottom:30px}
article section{margin-bottom:88px}
.prose{max-width:690px}
.prose p{font-size:17px;line-height:1.85}
.prose a:not(.source-links a){color:var(--cyan);text-decoration:underline;text-decoration-color:#7de4d83b;text-underline-offset:4px}
.scope-note{margin-top:30px;border-left:2px solid #4c7855;padding:3px 0 3px 20px}
.scope-note>span{font:10px var(--mono);color:var(--green);text-transform:uppercase;letter-spacing:.08em}
.scope-note p{font-size:14px;margin-top:7px;color:var(--muted)}
.interactive{border:1px solid var(--line);border-radius:7px;margin:30px 0;background:var(--panel);overflow:hidden}
.lab-header{display:flex;align-items:center;justify-content:space-between;gap:15px;padding:16px 22px;border-bottom:1px solid var(--line);font:10px var(--mono);letter-spacing:.04em;color:#a3afba}
.lab-header button{padding:6px 10px;font:10px var(--mono);white-space:nowrap}
.loop-stages{display:flex;align-items:center;justify-content:space-between;padding:27px 22px;gap:6px}
.loop-stages button{display:flex;flex-direction:column;align-items:flex-start;padding:10px 12px;min-width:76px;font-size:14px;border-color:transparent}
.loop-stages button span{font:9px var(--mono);color:var(--muted);margin-bottom:6px}
.loop-stages button[aria-pressed=true]{border-color:#476549;background:#7dd87d0c;color:var(--green)}
.connector{color:#3d4c49;font-size:13px}
.stage-detail{display:grid;grid-template-columns:1.4fr 1fr;gap:25px;padding:14px 28px 28px;min-height:225px}
.step-tag{font:9px var(--mono);color:var(--green)}
.stage-detail h3{font-size:21px;margin:10px 0}
.stage-detail p{font-size:14px;line-height:1.8;color:var(--muted)}
.stage-detail pre{font-size:10px;line-height:1.9;margin:0;border-left:1px solid var(--line);padding-left:25px;color:var(--cyan);align-self:center}
.loop-return{padding:11px 22px;background:#7dd87d05;border-top:1px solid var(--line);color:#8c9d94;font-size:11px}
.loop-return span{margin-right:10px;color:var(--green)}
.prose .source-line{font-size:11px;margin-top:23px;color:#808c99}
.judge-lab{padding-bottom:20px}
.muted{color:#74808a;font-size:9px;letter-spacing:0}
.logit-row{display:grid;grid-template-columns:115px 1fr 38px;gap:20px;align-items:center;margin:25px 28px;font:11px var(--mono)}
.logit-track{position:relative;height:24px;background:#1d252b}
.logit-fill{height:100%;transition:width .15s,background .15s}
.native{width:100%;background:#576e75}
.candidate{width:85%;background:var(--green)}
.threshold{position:absolute;left:80%;top:-5px;bottom:-5px;border-left:1px dashed var(--amber)}
.judge-controls{display:grid;grid-template-columns:160px 1fr 110px;gap:18px;align-items:center;padding:18px 28px 10px;font:10px var(--mono)}
.judge-controls label output{display:block;color:var(--ink);font-size:21px;margin-top:10px}
.judge-controls input{width:100%}
.verdict{color:var(--green);font-size:20px}
.verdict span{display:block;color:var(--muted);font-size:10px;margin-top:6px}
.verdict.fail{color:var(--amber)}
.lab-caption{padding:12px 28px 0;font-size:11px;color:#89949e}
.evidence-summary{display:flex;gap:50px;margin:30px 0}
.evidence-summary>div{display:flex;flex-direction:column}
.evidence-summary strong{font:32px var(--mono);color:var(--ink);font-weight:400}
.evidence-summary span{font-size:12px;color:var(--muted);margin-top:8px}
.lab-header select{font:10px var(--mono);padding:7px 10px;max-width:180px;background:var(--panel)}
.trial-list{display:flex;flex-wrap:wrap;gap:8px;padding:22px}
.trial-list button{font:10px var(--mono);padding:9px;min-width:42px;color:var(--muted)}
.trial-list button[aria-pressed=true]{color:var(--green);border-color:var(--green);background:#7dd87d0d}
.trial-list button[data-kind=baseline]{border-style:dashed}
.trial-list button[data-kind=review]{color:var(--amber)}
.trial-detail{margin:0 22px 22px;padding:22px;border:1px solid #2b353d;border-radius:4px;min-height:226px}
.trial-heading{display:flex;align-items:center;justify-content:space-between;gap:15px}
.trial-heading h3{font-size:20px;margin:0}
.badge{font:9px var(--mono);border:1px solid #4a4b3d;color:var(--amber);padding:4px 7px;white-space:nowrap}
.trial-detail p{font-size:14px;line-height:1.8;margin-top:16px}
.trial-metrics{display:flex;gap:35px;margin-top:22px;font:10px var(--mono);color:var(--muted)}
.trial-metrics strong{display:block;font-size:18px;font-weight:400;color:var(--ink);margin-top:6px}
.record-footer{display:flex;justify-content:space-between;gap:15px;border-top:1px solid var(--line);padding:14px 22px;font:9px var(--mono);color:var(--muted)}
.record-footer a{color:var(--cyan)}
.rules{border-block:1px solid var(--line);margin:30px 0}
.rules>div{display:flex;justify-content:space-between;gap:15px;padding:14px 0;border-bottom:1px solid #1d242a;font-size:14px}
.rules>div:last-child{border:0}
.rules span{color:var(--muted)}
.rules strong{font:12px var(--mono);align-self:center;font-weight:400;color:var(--green)}
.table-wrap{overflow:auto;margin-top:30px}
table{width:100%;border-collapse:collapse;font:11px var(--mono)}
caption{text-align:left;color:var(--muted);font:12px var(--body);margin-bottom:13px}
th,td{padding:13px 14px;border-bottom:1px solid var(--line);text-align:right}
th:first-child,td:first-child{text-align:left;padding-left:0}
th{font-weight:400;color:var(--muted)}
.code-block{margin:25px 0;border:1px solid var(--line);border-radius:5px;background:var(--panel)}
.code-header{padding:12px 18px;border-bottom:1px solid var(--line);display:flex;align-items:center;justify-content:space-between;font:9px var(--mono);color:var(--muted)}
.copy-button{font:10px var(--mono);padding:4px 10px}
.code-block pre{padding:20px;margin:0;color:var(--cyan);font-size:11px}
.prose .small-note{font-size:12px;color:var(--muted)}
.source-links{margin:25px 0;border-top:1px solid var(--line)}
.source-links a{display:flex;justify-content:space-between;border-bottom:1px solid var(--line);padding:15px 0;font-size:14px}
.source-links span{color:var(--green)}
.prose .credits{font-size:12px;color:#77828f;margin-top:30px}
footer{max-width:1152px;margin:auto;padding:30px 0 45px;border-top:1px solid var(--line);display:flex;align-items:center;justify-content:space-between;font-size:12px;color:var(--muted)}
footer .wordmark{color:var(--ink)}
footer .wordmark span{font:9px var(--mono);color:var(--green);margin-left:5px}

@media(min-width:1500px){.hero{min-height:660px}
.scene{height:465px}
.machine{width:255px;height:255px}
}

@media(max-width:1050px){.article-layout{gap:35px;grid-template-columns:140px minmax(0,1fr)}
.loop-stages{padding-inline:12px;gap:2px}
.loop-stages button{min-width:60px;padding:8px}
.stage-detail{gap:18px;padding-inline:20px}
.scene{height:390px}
.machine{width:200px;height:200px}
.code-lines{inset:48px 28px}
.hero{min-height:580px}
.site-header,main{padding-inline:30px}
footer{margin-inline:30px}
.judge-controls{grid-template-columns:125px 1fr 90px}
}

@media(max-width:760px){html{scroll-padding-top:30px}
.site-header{height:66px;padding-inline:22px}
.site-header nav{gap:18px;font-size:12px}
.author{display:none}
main{padding:0 22px}
.hero{grid-template-columns:1fr;gap:0;padding-top:28px;min-height:auto}
.hero-copy{padding:20px 0 0}
h1{font-size:54px;margin:20px 0}
.hero-line{font-size:32px}
.hero-summary{font-size:15px}
.scene{height:340px;margin-top:8px}
.machine{top:61%;width:205px;height:205px}
.scene-controls{margin-inline:0}
.machine-figure figcaption{margin-inline:0;margin-bottom:30px}
.project-strip{display:grid;grid-template-columns:1fr 1fr;gap:22px;padding:23px 0}
.article-layout{grid-template-columns:1fr;margin-top:60px}
.contents{display:none}
.prose{max-width:none}
.prose p{font-size:16px}
article section{margin-bottom:65px}
.hero .eyebrow{font-size:9px}
h2{font-size:30px}
.loop-stages{padding:20px 12px;gap:3px}
.loop-stages button{min-width:0;font-size:12px;padding:8px}
.connector{font-size:11px}
.stage-detail{grid-template-columns:1fr;min-height:340px}
.stage-detail pre{border-left:0;border-top:1px solid var(--line);padding:14px 0 0}
.lab-header{padding:14px 16px;font-size:9px}
.loop-return{font-size:10px;padding:12px 16px}
.logit-row{grid-template-columns:90px 1fr 30px;gap:12px;margin:24px 16px;font-size:9px}
.judge-controls{grid-template-columns:1fr 100px;padding:8px 16px;gap:10px}
.judge-controls label{grid-column:1/-1}
.judge-controls label output{display:inline;margin-left:15px;font-size:16px}
.judge-controls input{width:100%}
.lab-caption{padding-inline:16px;font-size:10px}
.evidence-summary{gap:27px}
.evidence-summary strong{font-size:27px}
.evidence-summary span{font-size:10px}
.trial-list{gap:6px;padding:16px}
.trial-list button{padding:8px;min-width:39px}
.trial-detail{padding:16px;margin:0 16px 16px}
.trial-heading{align-items:flex-start;flex-direction:column;gap:8px}
.trial-metrics{gap:25px}
.trial-metrics strong{font-size:15px}
.trial-detail p{font-size:13px}
.record-footer{font-size:8px;padding:13px 16px}
.rules>div{font-size:12px}
.rules strong{font-size:10px}
footer{margin-inline:22px;flex-wrap:wrap;gap:25px;font-size:10px}
footer .wordmark{font-size:14px}
.desktop-break{display:none}
}

@media(max-width:420px){.loop-stages{display:grid;grid-template-columns:repeat(5,minmax(0,1fr));gap:4px;padding:18px 12px}.loop-stages .connector{display:none}.loop-stages button{font-size:11px;padding:8px 3px}.hero h1{font-size:clamp(40px,13.8vw,54px)}}
@media(prefers-reduced-motion:reduce){html{scroll-behavior:auto}
*,*::before,*::after{animation:none!important;transition:none!important}
}


.peak-summary{margin:28px 0;padding:24px;border-left:2px solid var(--green);background:var(--panel)}
.peak-summary>strong{display:block;margin:12px 0;font:clamp(23px,4vw,34px) var(--mono);font-weight:400;color:var(--green)}
.peak-summary p{font-size:12px;line-height:1.8;margin-top:10px;color:var(--muted)}
.trial-metrics{flex-wrap:wrap;row-gap:20px}
.trial-detail .metric-source{font-size:11px;color:var(--muted)}
.evidence-page{max-width:1120px}.evidence-hero{max-width:850px;padding:110px 0 80px}.evidence-hero .eyebrow{display:flex;align-items:center;gap:12px}.evidence-hero h1{font:500 clamp(45px,7vw,76px)/1.08 'Orbitron',sans-serif;letter-spacing:.005em;margin:24px 0}.evidence-hero h1 span{color:var(--green)}.evidence-hero>p{max-width:670px;font-size:19px;line-height:1.8}.evidence-meta{display:flex;gap:60px;margin-top:45px;padding-top:25px;border-top:1px solid var(--line)}.evidence-meta span{font:28px var(--mono);color:var(--ink)}.evidence-meta small{display:block;margin-top:7px;font:11px var(--body);color:var(--muted)}.evidence-layout{margin-top:10px}.evidence-steps{padding-left:22px;color:#b8bec8}.evidence-steps li{padding:7px 0 7px 8px;font-size:16px}.evidence-page td:nth-child(2){white-space:nowrap}
@media(max-width:760px){.evidence-page{padding:0 22px}.evidence-hero{padding:75px 0 55px}.evidence-hero h1{font-size:42px}.evidence-hero>p{font-size:16px}.evidence-meta{gap:24px;justify-content:space-between}.evidence-meta span{font-size:22px}.evidence-meta small{font-size:9px}.evidence-page td:nth-child(2){white-space:normal}}

.prose .roadmap-link{font-size:13px;color:var(--muted);margin-top:20px;padding-left:16px;border-left:2px solid var(--line)}
#future h3{scroll-margin-top:35px}
.source-links a{gap:18px}.source-links a span{flex-shrink:0}

.score-list{margin:36px 0 38px;border-top:1px solid var(--line)}
.score-row{display:grid;grid-template-columns:64px minmax(0,1fr) 92px;gap:22px;align-items:start;padding:25px 0;border-bottom:1px solid var(--line)}
.score-order{padding-top:9px;color:var(--muted);font:11px var(--mono)}
.score-story strong{display:block;color:var(--ink);font:34px var(--mono);font-weight:400;line-height:1.2}
.score-story strong small{font-size:13px;color:var(--muted)}
.score-story>span{display:block;margin-top:9px;color:var(--ink);font-size:15px}
.score-story p{max-width:640px;margin:7px 0 0;color:var(--muted);font-size:12px;line-height:1.7}
.score-gain{padding-top:11px;text-align:right;color:var(--green);font:12px var(--mono)}
.score-baseline .score-gain{color:var(--muted)}
.score-reported .score-gain{color:var(--cyan)}
.score-list a{color:var(--green)}
@media(max-width:760px){.score-row{grid-template-columns:42px minmax(0,1fr);gap:12px;padding:22px 0}.score-order{font-size:9px}.score-story strong{font-size:26px}.score-gain{grid-column:2;text-align:left;padding-top:0}}