@font-face{font-family:Keywan Serif;src:url(/assets/times-w7iG0WCy.ttf)format("truetype");font-style:normal;font-weight:400;font-display:swap}@font-face{font-family:Keywan Serif;src:url(/assets/times-bold-Bg3mf168.ttf)format("truetype");font-style:normal;font-weight:700;font-display:swap}@font-face{font-family:Keywan Sans;src:url(/assets/arial-CLMNmtyT.ttf)format("truetype");font-style:normal;font-weight:400;font-display:swap}@font-face{font-family:Keywan Sans;src:url(/assets/arial-bold-UhljhMtt.ttf)format("truetype");font-style:normal;font-weight:700;font-display:swap}@property --scene-spin{syntax:"";inherits:false;initial-value:-1deg}:root{--lightningcss-light: ;--lightningcss-dark:initial;color-scheme:dark;font-synthesis:none;text-rendering:optimizelegibility;--ink:#f2f2ef;--muted:#a5a8a9;--quiet:#767b7e;--black:#030405;--graphite:#101315;--graphite-2:#171b1e;--silver:#c5cdd2;--line:#dde1e257;--line-strong:#ebededb3;--serif:"Keywan Serif", "Times New Roman", Times, serif;--sans:"Keywan Sans", Arial, Helvetica, sans-serif;--shell:min(1440px, calc(100vw - clamp(40px, 8vw, 128px)));font-family:Keywan Sans,Arial,Helvetica,sans-serif}*{box-sizing:border-box}html{scroll-behavior:smooth;background:var(--black);scrollbar-color:#737a7e #050607}body{min-width:320px;color:var(--ink);background:radial-gradient(80% 34% at 21% 0,#3e434657,#0000 72%),#050607;margin:0;overflow-x:hidden}body:before{z-index:50;pointer-events:none;content:"";opacity:.12;mix-blend-mode:soft-light;background-image:url("data:image/svg+xml,%3Csvg viewBox='0 0 180 180' xmlns='http://www.w3.org/2000/svg'%3E%3Cfilter id='n'%3E%3CfeTurbulence type='fractalNoise' baseFrequency='.86' numOctaves='3' stitchTiles='stitch'/%3E%3C/filter%3E%3Crect width='100%25' height='100%25' filter='url(%23n)' opacity='.23'/%3E%3C/svg%3E");position:fixed;inset:0}::selection{color:#070809;background:#d7dde0}a{color:inherit;text-decoration:none}button,a{-webkit-tap-highlight-color:transparent}button,input,textarea,select{font:inherit}:focus-visible{outline-offset:5px;outline:2px solid #f1f3f3}.skip-link{z-index:1000;background:var(--ink);color:var(--black);padding:10px 14px;font-weight:700;position:fixed;top:12px;left:12px;transform:translateY(-160%)}.skip-link:focus{transform:translateY(0)}.shell{width:var(--shell);margin-inline:auto}.section{isolation:isolate;border-top:1px solid var(--line);padding-block:clamp(96px,9vw,144px);scroll-margin-top:78px;position:relative;overflow:clip}.section:before{z-index:-4;content:"";background:radial-gradient(58% 38% at 20% 2%,#464b4e26,#0000 70%),linear-gradient(112deg,#ffffff03,#0000 48%);position:absolute;inset:0}.eyebrow{color:#dde0df;font-family:var(--serif);letter-spacing:.16em;text-transform:uppercase;margin:0;font-size:.78rem;line-height:1}h1,h2,h3,p{margin-top:0}h1,h2,h3{text-wrap:balance}.reveal{opacity:0;transition:opacity .9s cubic-bezier(.2,.75,.25,1),transform .9s cubic-bezier(.2,.75,.25,1);transform:translateY(26px)}.reveal.is-visible{opacity:1;transform:translateY(0)}.button{border:1px solid var(--line-strong);min-height:52px;font-family:var(--sans);letter-spacing:.06em;text-transform:uppercase;white-space:nowrap;justify-content:space-between;align-items:center;gap:32px;padding:0 18px;font-size:.82rem;font-weight:700;transition:background-color .22s,color .22s,border-color .22s;display:inline-flex}.button-primary{background:var(--ink);color:#070809}.button-secondary{color:var(--ink);background:#00000042}.button:hover{border-color:#fff}.button-primary:hover{background:#fff}.button-secondary:hover{background:#ffffff14}.button-arrow{font-size:1.15em;font-weight:400;transition:transform .22s;display:inline-block}a:hover .button-arrow{transform:translate(3px,-1px)}.text-links{flex-wrap:wrap;gap:16px 30px;display:flex}.text-links a,.text-links>.disabled-preprint,.research-list>article>a,.research-list>article>.disabled-preprint{border-bottom:1px solid var(--line-strong);font-family:var(--serif);letter-spacing:.06em;text-transform:uppercase;white-space:nowrap;align-items:center;gap:16px;padding-bottom:5px;font-size:.79rem;font-weight:700;display:inline-flex}.disabled-preprint{color:#e1e4e594;cursor:default;border-bottom-color:#dde1e23d}.site-header{z-index:100;background:0 0;border-bottom:1px solid #0000;height:78px;transition:background-color .26s,border-color .26s;position:fixed;top:0;left:0;right:0}.site-header.is-scrolled{background:#040506f5;border-bottom-color:#e9ebeb2b}.header-inner{grid-template-columns:1fr auto 1fr;align-items:center;width:calc(100% - clamp(34px,6vw,96px));height:100%;margin-inline:auto;display:grid}.brand{width:max-content;color:var(--ink);align-items:center;gap:12px;display:inline-flex}.brand img{object-fit:contain;filter:drop-shadow(0 0 5px #ffffff1f);width:50px;height:50px;display:block}.brand span{font-family:var(--serif);letter-spacing:-.035em;margin-top:-2px;font-size:2rem;line-height:1}.brand-compact img{width:40px;height:40px}.brand-compact span{font-size:1.62rem}.desktop-nav{align-items:center;gap:clamp(18px,2.5vw,40px);display:flex}.desktop-nav a,.mobile-nav a,.header-cta{color:#c9cccd;font-family:var(--serif);letter-spacing:.065em;text-transform:uppercase;font-size:.72rem;transition:color .18s}.desktop-nav a:hover,.header-cta:hover{color:#fff}.header-cta{color:var(--ink);font-family:var(--sans);white-space:nowrap;border-bottom:1px solid #8e9395;justify-self:end;align-items:center;gap:11px;padding-bottom:4px;font-weight:700;display:inline-flex}.mobile-nav-cta{font-family:var(--sans)!important}.menu-toggle,.mobile-nav{display:none}.hero{isolation:isolate;background:radial-gradient(60% 56% at 18% 2%,#303437 0%,#171a1c 42%,#07090a 72%,#020303 100%);min-height:max(820px,100svh);position:relative;overflow:hidden}.hero:before{z-index:2;content:"";pointer-events:none;background:linear-gradient(270deg,#020303 0%,#020303f0 1.5%,#0203037a 4%,#0000 10%);position:absolute;inset:0}.hero:after{z-index:1;content:"";pointer-events:none;background:linear-gradient(#0000 0%,#050607 100%);height:28%;position:absolute;bottom:0;left:0;right:0}.hero-scrim{z-index:0;pointer-events:none;background:radial-gradient(86% 72% at 8% 42%,#030405e0 0%,#0304058f 54%,#0000 100%);width:min(72vw,1080px);position:absolute;inset:0 auto 0 0}.hero-inner{z-index:3;flex-direction:column;justify-content:space-between;min-height:max(820px,100svh);padding-top:clamp(140px,17vh,190px);padding-bottom:42px;display:flex;position:relative}.hero-copy{width:min(780px,66vw)}.hero-copy h1{max-width:860px;font-family:var(--serif);letter-spacing:-.04em;margin:24px 0 28px;font-size:clamp(4.3rem,7.3vw,7.2rem);font-weight:400;line-height:.91}.hero-support{color:#b6b9ba;max-width:650px;margin-bottom:35px;font-size:clamp(1.05rem,1.55vw,1.35rem);line-height:1.45}.hero-actions{flex-wrap:wrap;gap:12px;display:flex}.proof-strip{border-top:1px solid var(--line-strong);grid-template-columns:220px 1fr;align-items:stretch;width:min(100%,1040px);display:grid}.proof-strip>p{color:#b9bcbc;letter-spacing:.14em;margin:0;padding:23px 30px 18px 0;font-size:.7rem;line-height:1.4}.proof-strip dl{grid-template-columns:repeat(3,1fr);margin:0;display:grid}.proof-strip dl>div{border-left:1px solid var(--line);padding:16px 26px 18px}.proof-strip dt{font-family:var(--sans);font-variant-numeric:tabular-nums;font-size:clamp(2rem,3vw,3.15rem);font-weight:700;line-height:1}.proof-strip dd{color:#aeb1b2;margin:8px 0 0;font-size:.8rem;line-height:1.25}.faceted-stage{--scene-x:0;--scene-y:0;z-index:1;aspect-ratio:1;perspective:1200px;pointer-events:auto;width:min(67vw,910px);position:absolute;top:clamp(46px,5vw,84px);right:clamp(-210px,-9vw,-100px);-webkit-mask-image:radial-gradient(65% 78% at 30% 25%,#000 0 52%,#000000f0 60%,#00000073 72%,#0000 80%);mask-image:radial-gradient(65% 78% at 30% 25%,#000 0 52%,#000000f0 60%,#00000073 72%,#0000 80%)}.faceted-stage:after{z-index:-1;content:"";filter:blur(44px);background:radial-gradient(circle,#c9d4db17,#0000 68%);position:absolute;inset:16%}.faceted-object{width:100%;height:100%;transform:translate(calc(var(--scene-x) * 10px), calc(var(--scene-y) * 8px)) rotateX(calc(var(--scene-y) * -2.4deg)) rotateY(calc(var(--scene-x) * 3deg)) rotateZ(var(--scene-spin));transform-origin:52% 48%;transition:transform .7s cubic-bezier(.18,.72,.22,1);animation:20s ease-in-out infinite scene-drift;display:block;overflow:visible}.hero-facets{opacity:.9}.hero-edge-glow{stroke:#e1e9ed;stroke-width:6px;opacity:.13}.hero-edges .edge{stroke:#c4cfd5;stroke-linecap:round;stroke-linejoin:round;vector-effect:non-scaling-stroke}.edge-main{stroke-width:1.5px;opacity:.8;stroke-dasharray:1560;stroke-dashoffset:0;animation:7s cubic-bezier(.18,.75,.18,1) both edge-draw}.edge-a,.edge-b{stroke-width:1.15px;opacity:.65;stroke-dasharray:980;animation:8.5s cubic-bezier(.18,.75,.18,1) .35s both edge-draw}.edge-faint{stroke-width:.85px;opacity:.27}.node-bloom{fill:#f0f5f7;opacity:.46}.node-core{fill:#f6f8f8}.faceted-orbit{pointer-events:none;border:1px solid #b8c3c91f;border-radius:50%;position:absolute}.faceted-orbit-a{inset:7% 10% 11% 4%;transform:rotate(-16deg)}.faceted-orbit-b{inset:17% 4% 5% 17%;transform:rotate(29deg)}@keyframes scene-drift{0%,to{--scene-spin:-1deg;filter:brightness(.96)}50%{--scene-spin:1.8deg;filter:brightness(1.08)}}@keyframes edge-draw{0%{stroke-dashoffset:1560px;opacity:.12}to{stroke-dashoffset:0}}.section-heading{max-width:1060px}.section-heading h2,.split-heading h2,.evidence-heading h2,.founder-copy h2{font-family:var(--serif);letter-spacing:-.035em;margin:22px 0 0;font-size:clamp(3.2rem,5.6vw,5.9rem);font-weight:400;line-height:.97}.split-heading{grid-template-columns:minmax(0,1.2fr) minmax(320px,.66fr);align-items:end;gap:clamp(70px,9vw,150px);display:grid}.split-heading>p{color:#b4b7b8;margin:0 0 5px;font-size:1.12rem;line-height:1.55}.thesis-section{padding-top:clamp(112px,10vw,160px)}.thesis-heading{max-width:1100px}.thesis-heading h2{font-size:clamp(3.7rem,6.4vw,7rem)}.thesis-body{grid-template-columns:minmax(290px,.68fr) minmax(620px,1.32fr);gap:clamp(60px,9vw,150px);margin-top:clamp(56px,5vw,80px);display:grid}.body-copy p{color:#b5b8b8;margin:0 0 24px;font-size:1.08rem;line-height:1.58}.thesis-diagram{border-top:1px solid var(--line-strong)}.thesis-diagram article{border-bottom:1px solid var(--line);padding:28px 0 30px;position:relative}.thesis-diagram article>span{color:#aeb2b3;letter-spacing:.14em;margin-bottom:23px;font-size:.68rem;display:block}.diagram-flow{grid-template-columns:minmax(80px,1fr) auto minmax(150px,1.35fr) auto minmax(95px,1fr);align-items:center;gap:15px;display:grid}.diagram-flow b{border:1px solid var(--line);text-align:center;background:#00000038;justify-content:center;align-items:center;min-height:54px;padding:9px 12px;font-size:.84rem;font-weight:400;display:flex}.diagram-flow i{color:var(--silver);font-family:var(--serif);font-size:1.5rem;font-style:normal}.thesis-diagram small{color:#7f8588;letter-spacing:.05em;margin-top:17px;font-size:.73rem;display:block}.approach-flow:after{content:"";background:#e0e4e5;width:1px;position:absolute;top:0;bottom:0;left:-24px;box-shadow:0 0 12px #dde6ea42}.ambient-backdrop{pointer-events:none;-webkit-mask-image:radial-gradient(66% 66%,#000 0 48%,#000000d9 65%,#0000 80%);mask-image:radial-gradient(66% 66%,#000 0 48%,#000000d9 65%,#0000 80%)}.ambient-svg{width:100%;height:100%;display:block;overflow:visible}.ambient-edges{fill:none;stroke:#d1dee6;stroke-linejoin:round;stroke-linecap:round;vector-effect:non-scaling-stroke}.ambient-edge-line{stroke-width:.7px;opacity:.38}.ambient-edge-glow{stroke-width:1.15px;opacity:.23}.ambient-pipeline .ambient-edge-line{opacity:.2}.ambient-pipeline .ambient-edge-glow{opacity:.12}.maverick-section{background:#050607}.maverick-section h2{font-size:clamp(3.2rem,4.7vw,5rem)}.upstream-supervision{border-top:1px solid var(--line);grid-template-columns:minmax(0,.85fr) minmax(0,1.15fr);gap:clamp(28px,4vw,64px);margin-top:40px;padding-block:24px;display:grid}.upstream-supervision h3{max-width:440px;font-family:var(--serif);margin:14px 0 0;font-size:clamp(1.5rem,2.2vw,2rem);font-weight:400;line-height:1.1}.upstream-copy>p{color:#b4b7b8;margin:0;font-size:1rem;line-height:1.5}.upstream-copy>small{color:#9fa3a5;margin-top:12px;font-size:.78rem;line-height:1.5;display:block}.section-crystal{z-index:-1;aspect-ratio:1;opacity:.65;width:370px;position:absolute}.section-crystal-left{bottom:5%;right:-115px;transform:rotate(18deg)}.pipeline-visual{border-top:1px solid var(--line);border-bottom:1px solid var(--line);position:relative}.pipeline-svg{width:100%;height:auto;min-height:420px;display:block}.pipeline-route line{stroke:#d8dddf;stroke-width:1.25px;opacity:.9;vector-effect:non-scaling-stroke}.pipeline-node rect{fill:#030405f0;stroke:#c5cacc;stroke-width:1px;vector-effect:non-scaling-stroke}.pipeline-number{fill:#8e969a;font-family:var(--sans);letter-spacing:.12em;font-size:11px}.pipeline-label{fill:#f0f1ef;font-family:var(--sans);font-size:13px}.reject-route path{fill:none;stroke:#8f979b;stroke-width:1px;stroke-dasharray:5 7}.reject-route circle{fill:#979fa3}.reject-route text{fill:#858b8e;font-family:var(--sans);letter-spacing:.08em;font-size:11px}.pipeline-signal{fill:#f1f5f6;filter:drop-shadow(0 0 8px #e8f0f4d9)}.pipeline-mobile{display:none}.dataset-readout{grid-template-columns:minmax(0,1.35fr) minmax(260px,.65fr);align-items:start;gap:28px 64px;margin-top:42px;display:grid}.dataset-readout dl{border-top:1px solid var(--line-strong);grid-template-columns:repeat(4,1fr);margin:0;display:grid}.dataset-readout dl>div{border-left:1px solid var(--line);padding:20px 20px 8px}.dataset-readout dl>div:first-child{border-left:0;padding-left:0}.dataset-readout dt{font-variant-numeric:tabular-nums;font-size:clamp(2rem,3.4vw,3.7rem);font-weight:700;line-height:1}.dataset-readout dd{color:#9fa3a5;margin:10px 0 0;font-size:.8rem;line-height:1.25}.dataset-readout>p{color:#8d9294;margin:0;font-size:.79rem;line-height:1.5}.dataset-readout .text-links{grid-column:2}.evidence-section{background:radial-gradient(52% 24% at 82% 4%,#4c535733,#0000 72%),#070809}.evidence-heading{max-width:1180px}.evidence-heading h2{max-width:1100px}.evidence-heading>p:last-child{color:#b4b8b9;max-width:860px;margin:30px 0 0;font-size:clamp(1rem,1.45vw,1.2rem);line-height:1.5}.primary-comparison{border-top:1px solid var(--line-strong);margin-top:clamp(48px,4vw,64px)}.chart-legend{color:#a7abad;justify-content:flex-end;gap:26px;padding:18px 0 0;font-size:.74rem;display:flex}.chart-legend span{align-items:center;gap:9px;display:inline-flex}.chart-legend i{width:22px;height:5px;display:inline-block}.legend-base{background:0 0;border:1px solid #8c9295}.legend-adaptive{background:#e5e8e8}.paired-bars{grid-template-columns:repeat(2,1fr);margin-top:22px;display:grid}.bar-study{padding:12px clamp(24px,3vw,45px) 46px 0}.bar-study+.bar-study{border-left:1px solid var(--line);padding-left:clamp(24px,3vw,45px);padding-right:0}.bar-study header{justify-content:space-between;align-items:flex-end;gap:20px;display:flex}.chart-kicker{color:#858b8d;letter-spacing:.12em;font-size:.65rem}.bar-study h3{font-family:var(--serif);margin:10px 0 0;font-size:clamp(2rem,3.5vw,3.8rem);font-weight:400;line-height:1}.bar-study header>strong{font-variant-numeric:tabular-nums;letter-spacing:-.055em;font-size:clamp(2.5rem,4.4vw,5rem);line-height:.9}.bar-axis{color:#777d80;font-variant-numeric:tabular-nums;border-top:1px solid #d9dee03d;justify-content:space-between;margin:40px 0 11px 86px;padding-top:9px;font-size:.66rem;display:flex}.bar-line{grid-template-columns:75px 1fr 64px;align-items:center;gap:11px;min-height:42px;display:grid;position:relative}.bar-line:before{content:"";background:#d4d9db26;height:1px;position:absolute;left:86px;right:75px}.bar-label{color:#aeb2b3;text-transform:uppercase;font-size:.74rem}.bar{z-index:1;width:var(--bar-width);justify-self:start;height:12px;display:block;position:relative}.bar.base{background:#111416;border:1px solid #8c9396}.bar.adaptive{background:linear-gradient(90deg,#899398,#e8eaea);box-shadow:0 0 10px #e0e7e926}.bar-line b{font-variant-numeric:tabular-nums;text-align:right;font-size:.8rem}.diagnostic-strip{border-top:1px solid var(--line);border-bottom:1px solid var(--line);grid-template-columns:repeat(4,1fr);margin:0;display:grid}.diagnostic-strip>div{border-left:1px solid var(--line);min-height:180px;padding:24px clamp(16px,2.1vw,32px)}.diagnostic-strip>div:first-child{border-left:0;padding-left:0}.diagnostic-strip dt{color:#9ba0a2;letter-spacing:.09em;text-transform:uppercase;font-size:.71rem}.diagnostic-strip dd{font-variant-numeric:tabular-nums;align-items:baseline;gap:9px;margin:22px 0 0;font-size:clamp(1.55rem,2.6vw,2.9rem);line-height:1;display:flex}.diagnostic-strip dd span{color:#989d9f}.diagnostic-strip dd i,.diagnostic-strip dd em{color:#999ea0;font-size:.58em;font-style:normal;font-weight:400}.diagnostic-strip small{color:#858a8d;font-variant-numeric:tabular-nums;margin-top:9px;font-size:.68rem;display:block}.diagnostic-strip .accuracy-method-note{max-width:260px;font-size:.74rem;line-height:1.4}.methodology-panel{border-top:1px solid var(--line-strong);border-bottom:1px solid var(--line);margin-top:32px}.methodology-panel summary{cursor:pointer;min-height:80px;font-family:var(--serif);justify-content:space-between;align-items:center;gap:30px;font-size:clamp(1.45rem,2vw,1.8rem);list-style:none;display:flex}.methodology-panel summary::-webkit-details-marker{display:none}.methodology-panel summary small{color:#8d9294;font-family:var(--sans);letter-spacing:.13em;margin-bottom:8px;font-size:.64rem;display:block}.methodology-panel summary i{font-family:var(--sans);font-size:2rem;font-style:normal;font-weight:400;transition:transform .26s}.methodology-panel[open] summary i{transform:rotate(45deg)}.table-scroll{padding-bottom:10px;overflow-x:auto}.methodology-panel table{border-collapse:collapse;font-variant-numeric:tabular-nums;width:100%;min-width:770px;font-size:.88rem}.methodology-panel caption{color:#8c9193;text-align:left;padding:18px 0 23px;font-size:.72rem}.methodology-panel th,.methodology-panel td{border:1px solid var(--line);text-align:right;padding:16px 18px}.methodology-panel th:first-child,.methodology-panel td:first-child{text-align:left}.methodology-panel thead th{color:#9ca1a3;letter-spacing:.07em;text-transform:uppercase;font-size:.65rem}.methodology-panel tbody th{font-weight:400}.methodology-panel tbody td:nth-child(3){color:#fff;background:#ffffff0b;font-weight:700}.method-note{color:#8c9193;max-width:720px;margin:20px 0 28px;font-size:.76rem;line-height:1.5}.evidence-qualification{border-top:1px solid var(--line-strong);grid-template-columns:1.1fr .9fr;margin-top:40px;display:grid}.evidence-qualification article{padding:26px 40px 0 0}.evidence-qualification article+article{border-left:1px solid var(--line);padding-left:40px;padding-right:0}.evidence-qualification article>p:last-child{color:#b2b5b6;margin:18px 0 0;font-size:1rem;line-height:1.56}.pilot-section{background:radial-gradient(55% 40% at 98% 9%,#4f575c2b,#0000 72%),#050607}.pilot-mesh{z-index:-1;opacity:.62;width:620px;height:620px;position:absolute;top:-190px;right:-220px;transform:rotate(15deg)}.pilot-steps{border-top:1px solid var(--line-strong);border-bottom:1px solid var(--line);grid-template-columns:repeat(4,1fr);margin:clamp(56px,5vw,80px) 0 0;padding:0;list-style:none;display:grid}.pilot-steps li{border-left:1px solid var(--line);min-height:280px;padding:28px clamp(20px,2.6vw,38px) 30px;position:relative}.pilot-steps li:first-child{border-left:0;padding-left:0}.pilot-steps li:after{z-index:2;content:"→";color:#b6bec2;font-family:var(--serif);font-size:1.25rem;position:absolute;top:48%;right:-9px}.pilot-steps li:last-child:after{display:none}.pilot-steps span{color:#8e9497;font-variant-numeric:tabular-nums;letter-spacing:.13em;font-size:.72rem}.pilot-steps h3{font-family:var(--serif);margin:30px 0 18px;font-size:clamp(1.5rem,2.3vw,2.35rem);font-weight:400;line-height:1.05}.pilot-steps p{color:#9fa3a5;margin:0;font-size:.88rem;line-height:1.55}.pilot-fit{grid-template-columns:minmax(0,1fr) auto;align-items:end;gap:70px;margin-top:44px;display:grid}.pilot-fit>div>p:last-child{max-width:780px;font-family:var(--serif);margin:18px 0 0;font-size:clamp(1.4rem,2.3vw,2.15rem);line-height:1.22}.research-section,.founder-section{padding-block:clamp(72px,7vw,112px)}.research-section h2,.founder-copy h2{font-size:clamp(2.65rem,4.2vw,4.5rem)}.research-list{border-top:1px solid var(--line-strong);margin-top:48px}.research-list article{border-bottom:1px solid var(--line);grid-template-columns:150px minmax(0,1fr) auto;align-items:start;gap:34px;padding:28px 0;display:grid}.research-list article>span{color:#888e90;letter-spacing:.12em;font-size:.68rem}.research-list h3{font-family:var(--serif);margin:0;font-size:clamp(2.1rem,3.7vw,3.8rem);font-weight:400;line-height:1}.research-list article div>p{color:#c0c3c3;max-width:780px;margin:18px 0 0;font-size:1rem;line-height:1.45}.research-list article div>small{color:#83898b;letter-spacing:.04em;margin-top:20px;font-size:.74rem;line-height:1.5;display:block}.research-next>div{grid-column:2/-1}.research-next h3{max-width:800px;font-size:clamp(1.5rem,2.2vw,2.1rem);line-height:1.1}.founder-section{background:#050607}.founder-layout{grid-template-columns:minmax(200px,.36fr) minmax(0,1fr);align-items:start;gap:clamp(58px,8vw,130px);display:grid}.founder-mark{border-right:1px solid var(--line-strong);justify-content:center;align-self:stretch;align-items:flex-start;padding-top:30px;display:flex}.founder-mark img{filter:drop-shadow(0 0 10px #ffffff1a);width:min(160px,70%);height:auto}.founder-copy{max-width:900px}.founder-copy>p:not(.eyebrow){color:#b7babb;max-width:780px;margin:24px 0 0;font-size:clamp(1rem,1.3vw,1.15rem);line-height:1.55}.founder-copy dl{border-top:1px solid var(--line);grid-template-columns:repeat(2,1fr);max-width:900px;margin:28px 0 24px;display:grid}.founder-copy dl>div{padding:21px 28px 10px 0}.founder-copy dl>div+div{border-left:1px solid var(--line);padding-left:28px}.founder-copy dt{color:#858b8d;letter-spacing:.11em;text-transform:uppercase;font-size:.68rem}.founder-copy dd{font-family:var(--serif);margin:12px 0 0;font-size:1.25rem;line-height:1.25}.founder-facet{z-index:-1;opacity:.56;width:490px;height:490px;position:absolute;bottom:-190px;right:-155px;transform:rotate(-15deg)}.final-cta{isolation:isolate;border-top:1px solid var(--line);background:radial-gradient(67% 60% at 20% 0,#484d503d,#0000 68%),#030405;padding-block:clamp(72px,7vw,112px);scroll-margin-top:78px;position:relative;overflow:hidden}.final-cta .shell{z-index:2;position:relative}.final-cta .eyebrow{line-height:1.5}.final-cta h2{max-width:1000px;font-family:var(--serif);letter-spacing:-.04em;margin:22px 0 0;font-size:clamp(3.2rem,5.6vw,5.9rem);font-weight:400;line-height:.95}.final-cta-actions{flex-wrap:wrap;gap:12px;margin-top:32px;display:flex}.final-cta-object{z-index:0;aspect-ratio:1;opacity:.5;width:560px;position:absolute;bottom:-200px;right:-120px;transform:rotate(13deg)}@media (min-width:961px){.maverick-section .dataset-readout>p,.maverick-section .dataset-readout .text-links,.pilot-section .split-heading>p{text-shadow:0 1px 2px #000000f2,0 0 8px #000000d9,0 0 16px #000000a6}.maverick-section>.shell,.pilot-section>.shell,.founder-section>.shell{z-index:2;position:relative}.maverick-section:after,.founder-section:after{z-index:0;content:"";pointer-events:none;background:linear-gradient(270deg,#050607 0%,#050607f2 1.5%,#0506077a 4%,#0000 10%),linear-gradient(#0000 90%,#05060770 96%,#050607f0 98.5%,#050607 100%);position:absolute;inset:0}.pilot-section:after{z-index:0;content:"";pointer-events:none;background:linear-gradient(270deg,#050607 0%,#050607f2 1.5%,#0506077a 4%,#0000 10%),linear-gradient(#050607 0%,#050607eb 1.5%,#05060766 4%,#0000 10%);position:absolute;inset:0}.final-cta:after{z-index:1;content:"";pointer-events:none;background:linear-gradient(270deg,#030405 0%,#030405f2 1.5%,#03040580 4%,#0000 10%),linear-gradient(#0000 90%,#03040575 96%,#030405f0 98.5%,#030405 100%);position:absolute;inset:0}}.site-footer{border-top:1px solid var(--line-strong);font-family:var(--serif);background:#020303;padding:52px 0 58px}.footer-inner{grid-template-columns:max-content minmax(0,1fr);grid-template-areas:"brand nav""note note""location location";align-items:center;column-gap:clamp(56px,7vw,126px);display:grid}.footer-brand{grid-area:brand}.footer-location{color:#7f8587;letter-spacing:.015em;text-align:center;white-space:nowrap;grid-area:location;justify-self:center;margin:clamp(14px,1.35vw,20px) 0 0;font-size:.76rem}.site-footer nav{flex-wrap:nowrap;grid-area:nav;justify-content:space-between;align-items:center;gap:clamp(24px,3.2vw,58px);min-width:0;display:flex}.site-footer nav a,.site-footer nav .footer-preprint-disabled{color:#e1e4e5c2;letter-spacing:.04em;text-transform:uppercase;white-space:nowrap;text-shadow:0 0 #fff0;align-items:center;gap:9px;min-height:38px;font-size:.74rem;transition:color .32s,text-shadow .32s,transform .32s;display:inline-flex}.site-footer nav .footer-preprint-disabled{color:#e1e4e585;cursor:default}.site-footer nav a:hover,.site-footer nav a:focus-visible{color:#fff;text-shadow:0 0 8px #ffffff4d,0 0 18px #becad029;transform:translateY(-1px)}.site-footer nav a:active{color:#ffffffe6;text-shadow:0 0 6px #fff3;transform:translateY(0)}.footer-note{color:#797f81;text-align:center;white-space:nowrap;grid-area:note;justify-self:center;max-width:none;margin:clamp(28px,2.6vw,40px) 0 0;font-size:clamp(.9rem,1.15vw,1.05rem);line-height:1.35}.footer-icon{fill:none;stroke:currentColor;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.55px;vector-effect:non-scaling-stroke;opacity:.86;flex:0 0 17px;width:17px;height:17px;transition:opacity .32s,filter .32s,transform .32s}.site-footer nav a:hover .footer-icon,.site-footer nav a:focus-visible .footer-icon{opacity:1;filter:drop-shadow(0 0 4px #ffffff6b)drop-shadow(0 0 10px #becad02e)}.site-footer nav a:active .footer-icon{opacity:.92;filter:drop-shadow(0 0 3px #ffffff3d)}@media (max-width:1160px){.desktop-nav{gap:18px}.header-inner{grid-template-columns:auto 1fr auto;gap:34px}.desktop-nav{justify-self:center}.hero-copy{width:70vw}.faceted-stage{width:74vw;right:-230px}.thesis-body{grid-template-columns:.7fr 1.3fr;gap:54px}.split-heading{gap:60px}.dataset-readout{grid-template-columns:1fr}.dataset-readout .text-links{grid-column:1}.vision-sequence{grid-template-columns:repeat(4,1fr)}}@media (max-width:960px){:root{--shell:calc(100vw - 56px)}.desktop-nav,.header-cta{display:none}.header-inner{justify-content:space-between;display:flex}.menu-toggle{border:1px solid var(--line);width:46px;height:46px;color:var(--ink);cursor:pointer;background:#050607;place-content:center;gap:7px;padding:13px 10px;display:grid}.menu-toggle span{background:currentColor;width:22px;height:1px;transition:transform .2s;display:block}.menu-toggle[aria-expanded=true] span:first-child{transform:translateY(4px)rotate(45deg)}.menu-toggle[aria-expanded=true] span:last-child{transform:translateY(-4px)rotate(-45deg)}.mobile-nav{opacity:0;pointer-events:none;visibility:hidden;background:#050607;max-height:0;transition:max-height .32s,opacity .22s;display:grid;position:absolute;top:77px;left:0;right:0;overflow:hidden}.section-crystal,.pilot-mesh,.founder-facet,.final-cta-object{display:none}.mobile-nav.is-open{border-bottom:1px solid var(--line);opacity:1;pointer-events:auto;visibility:visible;max-height:480px}.mobile-nav a{letter-spacing:.06em;text-transform:uppercase;border-top:1px solid #ffffff14;justify-content:space-between;align-items:center;min-height:54px;padding:0 30px;font-size:.76rem;display:flex}.hero,.hero-inner{min-height:max(800px,100svh)}.hero-copy{width:min(720px,82vw)}.faceted-stage{opacity:.73;width:84vw;right:-290px}.thesis-body,.split-heading{grid-template-columns:1fr;gap:38px}.thesis-diagram{margin-left:24px}.paired-bars{grid-template-columns:1fr}.bar-study+.bar-study{border-top:1px solid var(--line);border-left:0;padding-top:45px;padding-left:0}.bar-study{padding-right:0}.pilot-steps{grid-template-columns:repeat(2,1fr)}.pilot-steps li:nth-child(3){border-left:0}.pilot-steps li:nth-child(-n+2){border-bottom:1px solid var(--line)}.pilot-steps li:nth-child(2):after{display:none}.pilot-fit{grid-template-columns:1fr;gap:34px}.pilot-fit .button{width:max-content}.research-list article{grid-template-columns:110px minmax(0,1fr)}.research-list>article>a,.research-list>article>.disabled-preprint{grid-column:2;justify-self:start}.founder-layout{grid-template-columns:180px minmax(0,1fr);gap:48px}.footer-inner{grid-template-columns:1fr;grid-template-areas:"brand""nav""note""location";align-items:center;gap:0}.footer-brand{justify-self:start}.site-footer nav{grid-template-columns:repeat(3,minmax(0,1fr));gap:12px 24px;width:100%;margin-top:28px;display:grid}.footer-note{text-align:center;margin-top:28px}}@media (max-width:700px){:root{--shell:calc(100vw - 38px)}.site-header{height:68px}.header-inner{width:calc(100% - 30px)}.brand-compact img{width:35px;height:35px}.brand-compact span{font-size:1.45rem}.mobile-nav{top:67px}.section{padding-block:56px}.section,.final-cta{scroll-margin-top:68px}.thesis-section{padding-top:64px}.eyebrow{font-size:.7rem}.hero,.hero-inner{min-height:844px}.hero-inner{padding-top:108px;padding-bottom:26px}.hero-copy{width:100%}.hero-copy h1{text-shadow:0 2px 16px #000000e6,0 0 32px #000000a6;margin-top:19px;font-size:clamp(3.25rem,15.2vw,4.15rem);line-height:.91}.hero-support{text-shadow:0 2px 16px #000000e6,0 0 32px #000000a6;max-width:94%;margin-bottom:25px;font-size:1rem;line-height:1.4}.hero-actions{grid-template-columns:1fr;display:grid}.hero-actions .button{width:100%}.faceted-stage{opacity:.42;width:650px;top:285px;right:-215px;-webkit-mask-image:radial-gradient(55% 75% at 20% 40%,#000 0 47%,#000000db 56%,#0000004d 68%,#0000 80%);mask-image:radial-gradient(55% 75% at 20% 40%,#000 0 47%,#000000db 56%,#0000004d 68%,#0000 80%)}.hero-scrim{width:100%}.proof-strip{background:linear-gradient(90deg,#0000007a,#0000);margin-top:44px;display:block}.proof-strip>p{padding:16px 0 12px}.proof-strip dl>div{padding:12px 10px}.proof-strip dl>div:first-child{border-left:0;padding-left:0}.proof-strip dt{font-size:1.75rem}.proof-strip dd{font-size:.68rem}.section-heading h2,.split-heading h2,.evidence-heading h2,.founder-copy h2{font-size:clamp(2.65rem,11.6vw,3.55rem)}.thesis-heading h2{font-size:clamp(2.75rem,12vw,3.9rem)}.maverick-section h2{font-size:clamp(2.5rem,10.5vw,3.25rem)}.research-section h2,.founder-copy h2{font-size:clamp(2.2rem,9vw,3rem)}.thesis-body,.split-heading{gap:28px}.split-heading>p,.body-copy p{font-size:1rem;line-height:1.5}.thesis-body{margin-top:32px}.thesis-diagram{margin-left:0}.diagram-flow{grid-template-columns:1fr;gap:5px}.diagram-flow b{min-height:44px}.diagram-flow i{justify-self:center;font-size:1.15rem;transform:rotate(90deg)}.thesis-diagram article{padding:18px 0}.thesis-diagram small{margin-top:12px}.approach-flow:after{left:-10px}.pipeline-svg{display:none}.upstream-supervision{grid-template-columns:1fr;gap:18px;margin-top:28px}.pipeline-mobile{margin:0;padding:12px 0;list-style:none;display:grid}.pipeline-mobile li{border-bottom:1px solid var(--line);grid-template-columns:43px 1fr;align-items:center;min-height:48px;padding:8px 0;display:grid}.pipeline-mobile li:last-child{border-bottom:0}.pipeline-mobile span{color:#8d9395;font-variant-numeric:tabular-nums;font-size:.7rem}.pipeline-mobile strong{font-size:.91rem;font-weight:400}.pipeline-mobile-reject strong{color:#8e9496}.dataset-readout dl{grid-template-columns:repeat(2,1fr)}.dataset-readout{margin-top:26px}.dataset-readout dl>div{border-bottom:1px solid var(--line);padding:15px 15px 17px}.dataset-readout dl>div:nth-child(3){border-left:0;padding-left:0}.dataset-readout .text-links{display:grid}.chart-legend{flex-wrap:wrap;justify-content:flex-start}.evidence-heading>p:last-child{margin-top:22px;font-size:1rem}.primary-comparison{margin-top:40px}.paired-bars{margin-top:16px}.bar-study{padding-bottom:30px}.bar-study+.bar-study{padding-top:30px}.bar-study header{align-items:flex-start}.bar-study h3{font-size:2.3rem}.bar-study header>strong{font-size:2.65rem}.bar-axis{margin-top:28px;margin-left:74px}.bar-line{grid-template-columns:63px 1fr 58px;gap:10px}.bar-line:before{left:73px;right:68px}.diagnostic-strip{grid-template-columns:repeat(2,minmax(0,1fr))}.diagnostic-strip>div{min-height:104px;padding:17px 16px}.diagnostic-strip>div:nth-child(3){border-left:0;border-top:1px solid var(--line);padding-left:0}.diagnostic-strip>div:nth-child(4){border-top:1px solid var(--line)}.diagnostic-strip dd{margin-top:14px;font-size:1.45rem}.diagnostic-strip .accuracy-method-note{max-width:none;font-size:.75rem;line-height:1.38}.methodology-panel summary{min-height:74px;font-size:1.55rem}.evidence-qualification{grid-template-columns:1fr;margin-top:32px}.evidence-qualification article{padding:24px 0}.evidence-qualification article+article{border-top:1px solid var(--line);border-left:0;padding:26px 0 0}.pilot-steps{grid-template-columns:1fr;margin-top:32px}.pilot-steps li{border-bottom:1px solid var(--line);border-left:0;min-height:0;padding:18px 0 22px}.pilot-steps li:nth-child(3){border-bottom:1px solid var(--line)}.pilot-steps li:after{top:auto;bottom:-12px;right:4px;transform:rotate(90deg)}.pilot-steps li:nth-child(2):after{display:block}.pilot-steps h3{margin:15px 0 10px;font-size:1.75rem}.pilot-fit{margin-top:32px}.pilot-fit .button{width:100%}.research-list article{padding:22px 0 27px;display:block}.research-list h3,.research-list>article>a{margin-top:20px}.founder-layout{grid-template-columns:1fr;gap:24px}.founder-mark{border-right:0;border-bottom:1px solid var(--line-strong);justify-content:flex-start;padding:0 0 20px}.founder-mark img{width:64px}.founder-copy>p:not(.eyebrow){font-size:1rem}.founder-copy dl{grid-template-columns:1fr}.founder-copy dl>div{padding:12px 0}.founder-copy dl>div+div{border-top:1px solid var(--line);border-left:0;padding-left:0}.final-cta{padding-block:56px}.final-cta h2{font-size:clamp(2.65rem,11.6vw,3.55rem)}.final-cta-actions{grid-template-columns:1fr;display:grid}.final-cta-actions .button{width:100%}.footer-inner{grid-template-columns:1fr}.footer-location{white-space:normal}.site-footer nav{grid-template-columns:repeat(2,1fr);gap:8px 24px}.site-footer nav a,.site-footer nav .footer-preprint-disabled{min-height:44px}.footer-note{white-space:normal;grid-column:auto}.site-footer{padding-block:42px}}@media (max-width:410px){.hero-copy h1{font-size:3.18rem}.proof-strip dt{font-size:1.55rem}.proof-strip dd{font-size:.68rem}.bar-study header{gap:8px}.bar-study header>strong{font-size:2.35rem}.diagnostic-strip>div{padding-left:9px;padding-right:9px}}@media (max-width:360px){.diagnostic-strip dd{gap:5px;font-size:1.16rem}.site-footer nav{grid-template-columns:repeat(2,minmax(0,1fr))}.site-footer nav .footer-preprint-disabled{grid-column:1/-1}}@media (prefers-reduced-motion:reduce){html{scroll-behavior:auto}*,:before,:after{scroll-behavior:auto!important;transition-duration:.001ms!important;animation-duration:.001ms!important;animation-iteration-count:1!important}.reveal{opacity:1;transform:none}.faceted-object{transform:none}.pipeline-signal{display:none}.site-footer nav a:hover,.site-footer nav a:focus-visible,.site-footer nav a:active{transform:none}}