.portfolio-skip{z-index:100;background:var(--background);border:1px solid var(--border);padding:10px 16px;position:fixed;top:-100px;left:16px}.portfolio-skip:focus{top:10px}a:focus-visible,button:focus-visible,summary:focus-visible,textarea:focus-visible,[tabindex]:focus-visible{outline-offset:4px;outline:2px solid #5177e8}.text-secondary{color:#71717a}.dark .text-secondary{color:#a1a1aa}html{scroll-padding-top:110px}.academic-content{overflow-wrap:break-word;line-height:1.85}.academic-content h1,.academic-content h2,.academic-content h3,.academic-content h4{letter-spacing:-.02em;font-weight:600;line-height:1.3}.academic-content h1{margin:16px 0 22px;font-size:2.4rem}.academic-content h2{margin:0 0 20px;font-size:1.65rem}.academic-content h3{margin:0 0 12px;font-size:1.15rem}.academic-content h4{font-size:1rem}.academic-content p{margin:0 0 17px}.academic-content .page-heading{padding:48px 0 32px}.academic-content .eyebrow{letter-spacing:.08em;text-transform:uppercase;color:#71717a;font-size:11px}.dark .academic-content .eyebrow{color:#a1a1aa}.academic-content .lead{color:#71717a;font-size:17px;line-height:1.85}.dark .academic-content .lead{color:#a1a1aa}.academic-content .back-link{color:#71717a;margin-top:30px;font-size:13px;display:inline-block}.academic-content .back-link+.page-heading{padding-top:22px}.academic-content .research-jump-links{flex-wrap:wrap;gap:12px;margin:0 0 32px;font-size:13px;display:flex}.academic-content .research-jump-links a{text-underline-offset:5px;text-decoration:underline}.academic-content .research-jump-target,.academic-content section,.academic-content .engineering-project{scroll-margin-top:110px}.academic-content .filters{flex-wrap:wrap;gap:9px;margin:22px 0 28px;display:flex}.academic-content .filters button{border:1px solid var(--border);cursor:pointer;border-radius:5px;padding:7px 11px;font-size:12px}.academic-content .filters button[aria-pressed=true]{background:var(--primary);color:var(--primary-foreground)}.academic-content .research-row{border-top:1px solid var(--border);grid-template-columns:22px minmax(0,1fr);gap:16px;padding:28px 0;display:grid}.academic-content .row-index{color:#71717a;padding-top:5px;font-size:11px}.academic-content .row-meta,.academic-content .project-meta{flex-wrap:wrap;align-items:center;gap:12px;margin-bottom:13px;font-size:12px;display:flex}.academic-content .status{border:1px solid var(--border);color:#71717a;border-radius:4px;padding:3px 7px;font-size:10px;line-height:1.7;display:inline-flex}.dark .academic-content .status{color:#a1a1aa}.academic-content .row-content>p{font-size:14px;line-height:1.85}.academic-content .row-content .preview-contribution{margin-top:13px}.academic-content .preview-contribution strong{font-size:12px;display:block}.academic-content .preview-result{font-size:13px}.academic-content .row-aside{grid-column:2;max-width:280px}.academic-content .row-aside img{border:1px solid var(--border);border-radius:6px;width:100%;height:auto}.academic-content .row-aside:has(.detail-link){font-size:12px}.academic-content .artifact-links{flex-wrap:wrap;gap:18px;margin:17px 0;font-size:13px;display:flex}.academic-content .artifact-links a{text-underline-offset:4px;text-decoration:underline}.academic-content .detail-layout{grid-template-columns:145px minmax(0,1fr);gap:25px;margin-top:40px;display:grid}.academic-content .detail-toc{flex-direction:column;align-self:start;gap:10px;font-size:12px;display:flex;position:sticky;top:110px}.academic-content .detail-toc .eyebrow{margin-bottom:7px}.academic-content .detail-body{min-width:0}.academic-content .detail-body>section{margin-bottom:45px}.academic-content .detail-body p,.academic-content .detail-body li{font-size:14px;line-height:1.9}.academic-content .detail-body ul{margin:18px 0;padding-left:20px;list-style:outside}.academic-content .detail-body li{margin-bottom:12px}.academic-content .research-question{font-weight:500;font-size:21px!important}.academic-content .subheading{font-size:17px;margin-top:24px!important}.academic-content .supervision,.academic-content .source-note,.academic-content .metric-note,.academic-content .evaluation-context{color:#71717a;font-size:12px!important}.dark .academic-content .supervision,.dark .academic-content .source-note,.dark .academic-content .metric-note,.dark .academic-content .evaluation-context{color:#a1a1aa}.academic-content .evidence-figure{margin:26px 0}.academic-content .evidence-figure>a{border:1px solid var(--border);border-radius:6px;display:block;overflow:hidden}.academic-content .evidence-figure img{background:#fff;width:100%;height:auto}.academic-content .enlarge-label{border-top:1px solid var(--border);background:var(--muted);padding:7px 11px;font-size:11px;display:block}.academic-content figcaption{color:#71717a;margin-top:11px;font-size:11px;line-height:1.8}.dark .academic-content figcaption{color:#a1a1aa}.academic-content .flow-figure{border:1px solid var(--border);background:var(--muted);border-radius:6px;margin:25px 0;padding:22px}.academic-content .flow-stages{counter-reset:stage;padding:0!important;list-style:none!important}.academic-content .flow-stages li{counter-increment:stage;margin-bottom:22px;padding-left:35px;position:relative}.academic-content .flow-stages li:before{content:counter(stage);border:1px solid var(--border);border-radius:50%;place-items:center;width:23px;height:23px;font-size:11px;display:grid;position:absolute;top:2px;left:0}.academic-content .flow-stages strong,.academic-content .flow-stages span{display:block}.academic-content .flow-stages span{color:#71717a;font-size:12px}.dark .academic-content .flow-stages span{color:#a1a1aa}.academic-content .tech-tags{flex-wrap:wrap;gap:7px;margin:20px 0;display:flex}.academic-content .tech-tags span{border:1px solid var(--border);border-radius:5px;padding:4px 8px;font-size:11px}.academic-content .table-scroll{max-width:100%;margin:25px 0;overflow:auto}.academic-content table{border-collapse:collapse;width:100%;font-size:12px}.academic-content caption{text-align:left;margin-bottom:12px;font-size:11px}.academic-content th,.academic-content td{text-align:left;border-bottom:1px solid var(--border);vertical-align:top;padding:12px 10px}.academic-content th{background:var(--muted);font-weight:600}.academic-content .result-pair{grid-template-columns:repeat(2,minmax(0,1fr));gap:13px;margin:25px 0;display:grid}.academic-content .result-pair article{border:1px solid var(--border);border-radius:5px;padding:18px}.academic-content .result-pair strong{font-size:28px;font-weight:500}.academic-content .result-pair p{margin:10px 0 0;font-size:12px}.academic-content .heldout-results{grid-template-columns:1fr}.academic-content .benchmark-splits{grid-template-columns:1fr 1fr;margin:22px 0;display:grid}.academic-content .benchmark-splits>div{border:1px solid var(--border);align-items:center;gap:15px;padding:15px;display:flex}.academic-content .benchmark-splits strong{font-size:25px}.academic-content .benchmark-splits span{font-size:11px}.academic-content .publication-note,.academic-content .recognition-note,.academic-content .worked-example,.academic-content .documented-contribution,.academic-content .inline-note{background:var(--muted);border:1px solid var(--border);border-radius:6px;margin:24px 0;padding:20px}.academic-content .publication-note h2{font-size:18px;line-height:1.6}.academic-content .publication-note p{font-size:12px}.academic-content .publication{border-top:1px solid var(--border);padding:26px 0}.academic-content .publication h3{font-size:18px;line-height:1.6}.academic-content .publication p{font-size:13px}.academic-content .publication-top{align-items:center;gap:16px;margin-bottom:15px;display:flex}.academic-content .date,.academic-content .timeline-date{color:#71717a;font-size:12px}.academic-content .authors{line-height:1.9;font-size:12px!important}.academic-content .citation{margin-top:15px}.academic-content summary{cursor:pointer;text-underline-offset:4px;font-size:13px;text-decoration:underline}.academic-content .citation p{margin-top:13px}.academic-content .section-heading{justify-content:space-between;align-items:center;gap:20px;margin:45px 0 24px;display:flex}.academic-content .section-heading>div{align-items:center;gap:14px;display:flex}.academic-content .section-heading h2{margin:0;font-size:25px}.academic-content .section-number{color:#71717a;font-size:11px}.academic-content .section-heading>a{font-size:12px}.academic-content .book-contributions{margin-top:25px}.academic-content .book-contributions>h3{font-size:18px}.academic-content .presentation{border-top:1px solid var(--border);padding:23px 0}.academic-content .presentation p{font-size:14px}.academic-content .education-entry{border-top:1px solid var(--border);justify-content:space-between;gap:20px;padding:25px 0;display:flex}.academic-content .education-entry h3{font-size:19px}.academic-content .education-entry p{margin-bottom:9px;font-size:14px}.academic-content .resume-actions{flex-wrap:wrap;align-items:center;gap:18px;margin:12px 0 40px;display:flex}.academic-content .button,.academic-content .outline-button{border:1px solid var(--border);border-radius:6px;padding:9px 14px;font-size:13px;display:inline-block}.academic-content .button{background:var(--primary);color:var(--primary-foreground)}.academic-content .timeline-entry{border-top:1px solid var(--border);grid-template-columns:135px minmax(0,1fr);gap:23px;padding:25px 0;display:grid}.academic-content .timeline-entry h3{font-size:18px}.academic-content .timeline-entry p,.academic-content .experience-bullets{font-size:14px;line-height:1.85}.academic-content .experience-bullets{padding-left:18px;list-style:outside}.academic-content .experience-bullets li{margin-bottom:10px}.academic-content .skills>div{border-top:1px solid var(--border);grid-template-columns:155px minmax(0,1fr);gap:15px;padding:20px 0;font-size:13px;display:grid}.academic-content .certifications ul{padding:0;list-style:none}.academic-content .certifications li{border-top:1px solid var(--border);justify-content:space-between;gap:20px;padding:20px 0;font-size:13px;display:flex}.academic-content .certification-link{text-underline-offset:4px;text-decoration:underline}.academic-content .engineering-project,.academic-content .contribution-entry{border-top:1px solid var(--border);padding:28px 0}.academic-content .engineering-project h3{margin-top:12px;font-size:25px}.academic-content .engineering-project p,.academic-content .engineering-details,.academic-content .contribution-entry p{font-size:14px;line-height:1.85}.academic-content .engineering-details{padding-left:18px;list-style:outside}.academic-content .engineering-details li{margin-bottom:11px}.academic-content .engineering-stack,.academic-content .engineering-role{color:#71717a;font-size:12px!important}.academic-content .contributions-grid{grid-template-columns:1fr 1fr;gap:24px;display:grid}.academic-content .engineering-flow ol{grid-template-columns:1fr 1fr;gap:20px;padding:0;list-style:none;display:grid}.academic-content .engineering-flow li{border-top:1px solid var(--border);padding-top:12px;font-size:13px}.academic-content .implementation-details{margin:20px 0}.academic-content .implementation-details ul{margin-top:14px;padding-left:20px;font-size:13px;list-style:outside}.academic-content .example-stages{padding-left:20px!important;list-style:decimal!important}.academic-content .example-stages li{margin-top:16px}.academic-content .example-stages blockquote{margin:12px 0;font-size:18px}.academic-content .prototype-gallery{grid-template-columns:.7fr 1.3fr;gap:18px;display:grid}.academic-content .project-bottom{border-top:1px solid var(--border);justify-content:space-between;gap:20px;margin:35px 0;padding-top:22px;font-size:12px;display:flex}.academic-content .big-email{letter-spacing:-1px;overflow-wrap:anywhere;font-size:30px}.academic-content .contact-columns{grid-template-columns:1fr 1fr;gap:25px;margin-top:35px;display:grid}.academic-content .contact-columns p{font-size:14px}.academic-content .booking{border-top:1px solid var(--border);margin-top:35px;padding-top:30px}.academic-content .booking-calendar{border:1px solid var(--border);border-radius:6px;width:100%;height:900px;margin-top:20px}.academic-content .prose p{font-size:14px}.portfolio-figure-dialog{background:var(--background);max-width:min(1100px,94vw);max-height:92dvh;color:var(--foreground);border:1px solid var(--border);border-radius:10px;padding:20px;overflow:auto}.portfolio-figure-dialog img{object-fit:contain;max-width:100%;max-height:70dvh;margin:auto;display:block}.portfolio-figure-dialog p{margin-top:16px;font-size:13px}.portfolio-figure-dialog:not([open]){display:none}@media (max-width:640px){.academic-content h1{font-size:2rem}.academic-content .page-heading{padding:32px 0 25px}.academic-content .lead{font-size:15px}.academic-content .detail-layout{margin-top:28px;display:block}.academic-content .detail-toc{border-bottom:1px solid var(--border);flex-flow:wrap;gap:8px 17px;margin-bottom:27px;padding-bottom:22px;display:flex;position:static}.academic-content .detail-toc .eyebrow{width:100%}.academic-content .detail-body h2{font-size:24px}.academic-content .detail-body p,.academic-content .detail-body li{font-size:13px}.academic-content .row-content h3{font-size:19px}.academic-content .result-pair,.academic-content .benchmark-splits{grid-template-columns:1fr}.academic-content .education-entry{display:block}.academic-content .timeline-entry{grid-template-columns:1fr;gap:10px}.academic-content .skills>div{grid-template-columns:1fr;gap:7px}.academic-content .certifications li{flex-direction:column;gap:7px}.academic-content .contributions-grid,.academic-content .prototype-gallery{grid-template-columns:1fr}.academic-content .prototype-gallery .evidence-figure:first-child{max-width:270px;margin-inline:auto}.academic-content .big-email{font-size:26px}.academic-content .contact-columns{grid-template-columns:1fr}.academic-content .booking-calendar{height:1050px}.academic-content .project-bottom{flex-wrap:wrap}.academic-content .section-heading h2{font-size:23px}.academic-content .engineering-flow ol{grid-template-columns:1fr}}@media (prefers-reduced-motion:reduce){*,:before,:after{scroll-behavior:auto!important;transition:none!important;animation:none!important}.animate-fade-in-blur{opacity:1!important;filter:none!important}::view-transition-old(root){animation:none!important}::view-transition-new(root){animation:none!important}}.chat-markdown{overflow-wrap:anywhere;word-break:normal;line-height:1.65}.chat-markdown strong{font-weight:600}.portfolio-chat button:disabled{cursor:default}.portfolio-chat{z-index:60}.academic-content [hidden]{display:none!important}:root{--background:var(--bg);--foreground:var(--fg);--border:var(--line);--primary:var(--fg);--primary-foreground:var(--bg);--muted:var(--line);--muted-foreground:var(--mut)}.academic-content,.academic-content h1,.academic-content h2,.academic-content h3,.academic-content h4{font-family:var(--font-geist-sans),sans-serif}.academic-content .page-heading{padding-top:12px}.portfolio-figure-dialog{color:var(--fg);background:var(--bg)}.portfolio-figure-dialog::backdrop{background:#000b}.academic-content .research-jump-target,.academic-content section{scroll-margin-top:100px}.bee-fact-grid{grid-template-columns:repeat(3,minmax(0,1fr));gap:12px;padding:12px 0 20px;display:grid}.bee-fact-grid a{color:#eeece6;border:1px solid #ffffff25;border-radius:8px;flex-direction:column;gap:6px;padding:14px;font-size:11px;line-height:1.5;display:flex}.bee-fact-grid strong{font-size:16px;font-weight:500}.bee-fact-grid span{color:#aaa}.badge-back-spotify{justify-content:center;align-items:center;display:flex}.bee-resume-link{color:#ddd;border:1px solid #fff2;border-radius:8px;padding:20px 14px;font-size:12px}.badge-back-sub{font-size:9px!important}.academic-content .certifications a{overflow-wrap:anywhere}@media (max-width:640px){.bee-fact-grid{gap:6px;padding:8px 0 14px}.bee-fact-grid a{padding:9px 7px;font-size:9px}.bee-fact-grid strong{font-size:13px}.bee-resume-link{padding:14px 10px;font-size:11px}}.badge-back-action,.badge-back-action:hover,.badge-social-pill:hover,.bee-resume-link:hover{transform:none!important}.badge-back-action{transition:opacity .15s!important}.badge-face.back a,.badge-face.back button{cursor:pointer}.academic-content .resume-frame{border:1px solid var(--line);background:var(--bg);border-radius:12px;width:100%;height:1200px;display:block}@media (max-width:640px){.academic-content .resume-frame{height:820px}}.booking-calendar-frame{background:#fff;border:0;border-radius:12px;width:100%;height:720px;min-height:600px;display:block}.restored-section{scroll-margin-top:100px}.project-glimpse{isolation:isolate;color:#d8e5ff;-webkit-user-select:none;user-select:none;pointer-events:none;border:1px solid #ffffff18;border-radius:10px;height:172px;margin:2px 0 20px;position:relative;overflow:hidden}.glimpse-label,.glimpse-foot{z-index:3;font-family:var(--font-geist-mono),monospace;letter-spacing:.04em;font-size:9px;position:absolute;left:18px}.glimpse-label{top:14px}.glimpse-foot{opacity:.75;letter-spacing:0;font-size:9px;bottom:12px}.glimpse-speech{color:#a8d5ff;background:radial-gradient(at 50% 60%,#285c97,#102448)}.speech-bars{justify-content:center;align-items:center;gap:4px;display:flex;position:absolute;inset:38px 9% 35px}.speech-bars i{background:currentColor;border-radius:2px;width:3px;box-shadow:0 0 12px #83bdff33}.glimpse-evidence{color:#e6def0;background:radial-gradient(at 65% 100%,#625178,#292338)}.paper-stack{width:190px;height:180px;position:absolute;top:38px;left:50%;transform:translate(-45%)}.paper-sheet{transform-origin:50% 100%;background:#bfb4cd;border-radius:4px;position:absolute;inset:0;box-shadow:0 6px 18px #0003}.paper-sheet.back{opacity:.6;transform:rotate(9deg)translate(12px,-5px)}.paper-sheet.middle{opacity:.7;transform:rotate(-4deg)translate(-12px,-1px)}.paper-sheet.front{color:#463953;background:linear-gradient(120deg,#ece5f2,#b9acc9);padding:18px;transform:rotate(-9deg)}.paper-sheet.front>span{font:7px var(--font-geist-mono),monospace}.paper-sheet i{background:#74638350;height:2px;margin-top:8px;display:block}.paper-sheet i:nth-of-type(2){width:80%}.paper-sheet i:nth-of-type(3){width:92%}.evidence-highlight{background:#8e75b52b;border-left:2px solid #81729c;margin-top:12px;padding:7px;font-size:9px;line-height:1.7}.glimpse-vision{color:#c4ece2;background:radial-gradient(at 30% 70%,#325750,#152b29);align-items:center;gap:24px;padding:0 8%;display:flex}.scene-window{border:3px solid #11201f;border-radius:14px;align-self:flex-start;width:104px;height:180px;margin-top:18px;position:relative;overflow:hidden;transform:rotate(-6deg);box-shadow:0 8px 20px #0005}.scene-window img{width:100%;height:auto;display:block}.viewfinder{border:1px solid #cfd8;border-radius:5px;position:absolute;inset:38px 10px 35px}.vision-caption{flex-direction:column;gap:8px;font-size:15px;line-height:1.4;display:flex}.vision-caption .glimpse-label{opacity:.6;position:static}.voice-rings{color:#92d8b9;align-items:center;gap:5px;font:18px monospace;display:flex}.voice-rings i{background:currentColor;width:34px;height:2px;display:block}.glimpse-eeg{color:#b3b9fd;background:radial-gradient(at 55%,#343a6e,#171c35)}.glimpse-eeg svg{width:100%;height:108px;position:absolute;inset:34px 0 30px}.academic-content .flow-figure{background:var(--bg);border-color:var(--line);border-radius:16px;padding:28px;overflow:hidden}.academic-content .flow-figure>h3{letter-spacing:-.025em;margin-bottom:8px;font-size:21px}.academic-content .flow-orientation{color:var(--mut);margin-bottom:0;padding-bottom:24px;font-size:12px;line-height:1.6}.academic-content .flow-stages,.academic-content .engineering-flow ol{counter-reset:stage;margin:0 0 22px;list-style:none;display:block;position:relative;padding:0!important}.academic-content .flow-stages:before,.academic-content .engineering-flow ol:before{content:"";background:var(--line);width:1px;position:absolute;top:28px;bottom:28px;left:17px}.academic-content .flow-stages li,.academic-content .engineering-flow li{counter-increment:stage;min-height:0;box-shadow:none;background:0 0;border:0;border-radius:0;margin:0;padding:18px 0 22px 58px;position:relative}.academic-content .flow-stages li:before,.academic-content .engineering-flow li:before{content:counter(stage,decimal-leading-zero);border:1px solid var(--line);background:var(--bg);width:35px;height:35px;font:11px var(--font-geist-mono),monospace;color:var(--fg);z-index:1;border-radius:50%;place-items:center;display:grid;position:absolute;top:17px;left:0}.academic-content .flow-stages li:not(:last-child):after,.academic-content .engineering-flow li:not(:last-child):after{content:"↓";background:var(--bg);color:var(--mut);z-index:2;font:16px/18px monospace;position:absolute;inset:auto auto -3px 10px}.academic-content .flow-stages strong{letter-spacing:-.02em;margin:0 0 6px;font-size:17px;font-weight:500;display:block}.academic-content .flow-stages span{color:var(--mut);max-width:680px;font-size:14px;line-height:1.75;display:block}.academic-content .flow-stages li:last-child{border:0;padding-bottom:4px}.academic-content .flow-figure figcaption{border-top:1px solid var(--line);margin-top:16px;padding-top:16px;font-size:12px;line-height:1.8}.academic-content .worked-example{border-radius:16px;overflow:hidden}.academic-content .example-stages li{border:1px solid var(--line);background:var(--bg);border-radius:12px;margin:14px 0;padding:20px}.company-heading{align-items:center;gap:16px;margin-bottom:12px;display:flex}.company-heading h3{margin:0!important}.company-logo{background:#fff;border:1px solid #e8e8e8;border-radius:9px;flex:0 0 100px;justify-content:center;align-items:center;width:100px;height:52px;padding:11px;display:inline-flex}.company-logo img{object-fit:contain;max-width:100%;max-height:100%;display:block}.company-logo.ascendion{background:#171717;border-color:#333}@media (max-width:640px){.project-glimpse{height:160px}.speech-bars{gap:3px}.academic-content .flow-figure{padding:20px}.academic-content .flow-stages li,.academic-content .engineering-flow li{padding-left:48px}.academic-content .flow-stages strong{font-size:16px}.academic-content .flow-stages span{font-size:13px}.company-heading{align-items:flex-start;gap:12px}.company-logo{flex-basis:84px;width:84px;height:46px}.company-heading h3{font-size:17px!important}}@media (prefers-reduced-motion:reduce){.project-glimpse *{transition:none!important;animation:none!important}}.speech-bars i{transform-origin:50%;will-change:transform;animation:1.1s ease-in-out infinite alternate speech-pulse}@keyframes speech-pulse{0%{opacity:.65;transform:scaleY(.35)}50%{opacity:1;transform:scaleY(.8)}to{opacity:.85;transform:scaleY(1.12)}}.glimpse-eeg-original{pointer-events:auto;-webkit-user-select:auto;user-select:auto;color:#262626;background:#fff;border-color:#ddd;margin:2px 0 20px;height:auto!important}.eeg-chart-button{text-align:left;cursor:zoom-in;width:100%;color:inherit;background:0 0;border:0;padding:10px;display:block}.eeg-chart-button>img{width:100%;height:auto;display:block}.eeg-chart-button>span{font:10px var(--font-geist-mono),monospace;color:#555;justify-content:space-between;padding:9px 3px 0;display:flex}.eeg-preview-dialog{background:var(--bg);width:min(1200px,95vw);color:var(--fg);padding:22px}.eeg-preview-dialog>img{object-fit:contain;background:#fff;width:100%;height:auto;max-height:75vh;margin-top:12px;display:block}.eeg-preview-dialog>p{margin-top:14px;font-size:12px;line-height:1.7}.eeg-preview-dialog>.figure-close{cursor:pointer;border:1px solid var(--line);border-radius:7px;margin-left:auto;padding:8px 12px;font-size:12px;display:block}.company-logo.research-centre{height:64px;padding:3px}.company-logo.research-centre img{max-height:58px}@media (prefers-reduced-motion:reduce){.speech-bars i{will-change:auto;animation:none}}.company-logo.bel{overflow:hidden}.company-logo.bel img{flex-shrink:0;width:100%;height:auto;max-height:none}.portfolio-figure-dialog{height:fit-content;margin:auto;position:fixed;inset:0}.eeg-chart-scroll{margin-top:12px;overflow:auto}.eeg-chart-scroll>img{background:#fff;width:100%;min-width:760px;max-width:none;height:auto;max-height:none;display:block}.eeg-pan-hint{display:none}@media (max-width:760px){.eeg-pan-hint{color:var(--mut);display:block;font-size:11px!important}}.academic-content .worked-example{isolation:isolate;background:var(--bg);border:1px solid var(--line);border-radius:18px;margin:32px 0;padding:30px;position:relative}.academic-content .worked-example>.eyebrow{font-family:var(--font-geist-mono),monospace;letter-spacing:.1em;color:var(--mut);margin-bottom:12px;font-size:10px}.academic-content .worked-example>h3{letter-spacing:-.035em;max-width:650px;margin-bottom:12px;font-size:23px;font-weight:500;line-height:1.35}.academic-content .worked-example>.source-note{color:var(--mut);max-width:650px;margin:0 0 26px;font-size:12px;line-height:1.75}.academic-content .worked-example .example-stages{counter-reset:example;margin:0;padding:0!important;list-style:none!important}.academic-content .worked-example .example-stages li{counter-increment:example;border:0;border-top:1px solid var(--line);box-shadow:none;background:0 0;border-radius:0;grid-template-columns:155px minmax(0,1fr);gap:9px 24px;margin:0;padding:24px 0;display:grid;position:relative}.academic-content .worked-example .example-stages h4{letter-spacing:0;color:var(--mut);grid-area:1/1;margin:0;padding-left:27px;font-size:11px;font-weight:400;line-height:1.8}.academic-content .worked-example .example-stages h4:before{content:counter(example,decimal-leading-zero);font-family:var(--font-geist-mono),monospace;color:var(--mut);font-size:9px;position:absolute;top:24px;left:0}.academic-content .worked-example .example-stages blockquote{letter-spacing:-.015em;color:var(--fg);border:0;grid-column:2;margin:0;padding:0;font-size:17px;font-style:normal;line-height:1.65}.academic-content .worked-example .example-stages p{color:var(--mut);grid-column:2;margin:0;font-size:13px;line-height:1.85}.academic-content .worked-example .example-stages p strong{color:var(--fg);font-weight:500}.academic-content .worked-example figcaption{border-top:1px solid var(--line);color:var(--mut);margin:0;padding-top:19px;font-size:10px;line-height:1.85}.academic-content .worked-example figcaption a{text-underline-offset:4px;color:var(--fg);text-decoration:underline}.academic-content .worked-example code{overflow-wrap:anywhere;font-size:10px}.academic-content .benchmark-splits{border:1px solid var(--line);background:var(--bg);border-radius:14px;gap:0;overflow:hidden}.academic-content .benchmark-splits>div{border:0;flex-direction:column;align-items:flex-start;gap:8px;min-width:0;padding:23px 24px;display:flex}.academic-content .benchmark-splits>div:nth-child(2n){border-left:1px solid var(--line)}.academic-content .benchmark-splits>div:nth-child(n+3){border-top:1px solid var(--line)}.academic-content .benchmark-splits strong{letter-spacing:-.04em;font-variant-numeric:tabular-nums;font-size:30px;font-weight:400;line-height:1.1}.academic-content .benchmark-splits span{color:var(--mut);font-size:12px;line-height:1.65}@media (max-width:640px){.academic-content .worked-example{border-radius:14px;padding:22px}.academic-content .worked-example>h3{font-size:21px}.academic-content .worked-example .example-stages li{grid-template-columns:1fr;gap:12px;padding:22px 0}.academic-content .worked-example .example-stages h4{grid-area:auto/1;font-size:11px}.academic-content .worked-example .example-stages h4:before{top:22px}.academic-content .worked-example .example-stages blockquote,.academic-content .worked-example .example-stages p{grid-column:1}.academic-content .worked-example .example-stages blockquote{font-size:16px}.academic-content .benchmark-splits{grid-template-columns:1fr 1fr}.academic-content .benchmark-splits>div{padding:19px 16px}.academic-content .benchmark-splits strong{font-size:27px}.academic-content .benchmark-splits span{font-size:11px}}.glimpse-guard{color:#eee9f5;background:radial-gradient(at 90% 0,#57496b80,#0000 70%),#25222f;border-color:#ffffff20;flex-direction:column;gap:14px;padding:15px 18px;display:flex;height:210px!important}.guard-preview-heading{font:8px var(--font-geist-mono),monospace;letter-spacing:.09em;color:#ccc3db;justify-content:space-between;align-items:center;gap:12px;display:flex}.guard-preview-heading>span:last-child{letter-spacing:0;color:#c0b5cf}.guard-preview-pair{background:#ffffff07;border:1px solid #fff2;border-radius:8px;flex:1;grid-template-columns:1fr 1fr;min-height:0;display:grid}.guard-preview-pair>div{flex-direction:column;justify-content:center;gap:5px;min-width:0;padding:12px 14px;display:flex}.guard-preview-pair>div+div{border-left:1px solid #fff2}.guard-field{font:8px var(--font-geist-mono),monospace;letter-spacing:.07em;color:#b9adc9}.guard-preview-pair strong{letter-spacing:-.025em;font-size:18px;font-weight:400;line-height:1.25}.guard-preview-pair>div>span:last-child{color:#d4cadf;font-size:10px}.guard-preview-verdict{font:10px var(--font-geist-mono),monospace;color:#e6d8b8;align-items:center;gap:8px;min-height:16px;display:flex}.guard-status-icon{border:1px solid #bfae8b99;border-radius:50%;place-items:center;width:14px;height:14px;font-size:9px;display:grid}.guard-status-line{background:#c8b4e0;border-radius:4px;width:36px;height:2px;margin-left:auto;animation:3s ease-in-out infinite guard-status;display:block}@keyframes guard-status{0%,to{opacity:.35;transform-origin:0;transform:scaleX(.5)}50%{opacity:1;transform:scaleX(1)}}@media (max-width:640px){.glimpse-guard{gap:12px;padding:14px;height:200px!important}.guard-preview-pair>div{padding:10px}.guard-preview-pair strong{font-size:17px}.guard-preview-heading{font-size:7px}.guard-preview-verdict{font-size:9px}.guard-status-line{width:22px}}@media (prefers-reduced-motion:reduce){.guard-status-line{animation:none}}.glimpse-speech{color:#a4c9dd;background:#101b25;border-color:#314451;height:184px}.glimpse-speech .glimpse-label{color:#c1d2dc;letter-spacing:0;font-size:10px}.glimpse-speech .speech-bars{inset:42px 9% 45px}.speech-preview-legend{font:9px var(--font-geist-mono),monospace;color:#b6c9d4;justify-content:space-between;gap:12px;display:flex;position:absolute;bottom:15px;left:18px;right:18px}.glimpse-retrieval{height:auto;min-height:220px;color:var(--fg);background:var(--bg);border-color:var(--line);pointer-events:none;padding:20px 22px}.glimpse-retrieval figcaption{font:10px var(--font-geist-mono),monospace;margin-bottom:20px}.glimpse-retrieval figcaption span{color:var(--mut)}.retrieval-map{grid-template-columns:60px minmax(0,1fr);align-items:center;gap:24px;display:grid}.retrieval-documents{width:45px;height:64px;margin-left:3px;position:relative}.retrieval-documents i{border:1px solid var(--mut);background:var(--bg);border-radius:3px;display:block;position:absolute;inset:0}.retrieval-documents i:first-child{opacity:.35;transform:translate(10px,-8px)}.retrieval-documents i:nth-child(2){opacity:.65;transform:translate(5px,-4px)}.retrieval-documents i:last-child:after{content:"";background:repeating-linear-gradient(to bottom,var(--mut) 0 1px,transparent 1px 7px);opacity:.7;height:22px;position:absolute;top:18px;left:9px;right:9px}.retrieval-map ol{border-left:1px solid var(--line);flex-direction:column;gap:16px;margin:0;padding-left:20px;list-style:none;display:flex}.retrieval-map li{grid-template-columns:20px minmax(0,1fr);gap:4px 8px;display:grid}.retrieval-map li>span{font:9px var(--font-geist-mono),monospace;color:var(--mut);padding-top:3px}.retrieval-map strong{letter-spacing:-.015em;font-size:14px;font-weight:500;line-height:1.3}.retrieval-map small{color:var(--mut);grid-column:2;font-size:10px;line-height:1.5}.retrieval-output{border-top:1px solid var(--line);font:9px var(--font-geist-mono),monospace;flex-wrap:wrap;align-items:center;gap:10px;margin-top:20px;padding-top:13px;display:flex}.retrieval-output>span:nth-child(2){color:var(--mut)}.glimpse-app{height:244px;color:var(--fg);background:var(--bg);border-color:var(--line);padding:14px 18px 0}.app-preview-label{font:9px var(--font-geist-mono),monospace;color:var(--mut);justify-content:space-between;gap:12px;margin-bottom:14px;display:flex}.app-preview-image{border:1px solid var(--line);background:#171717;border-radius:5px;height:170px;overflow:hidden}.app-preview-image img{object-fit:cover;object-position:50% 18%;width:100%;height:100%;display:block}.glimpse-app figcaption{font:9px var(--font-geist-mono),monospace;color:var(--mut);padding:10px 0;line-height:1.5}.academic-content .role strong{color:var(--fg);font-weight:650}.academic-content .role{margin-bottom:12px}#main-content :where(p,li,h3,h4,figcaption) a,.academic-content a:not(.button):not(.outline-button):not([data-enlarge]),#main-content .restored-section a,#main-content #work a{text-underline-offset:4px;text-decoration:underline;text-decoration-thickness:1px;-webkit-text-decoration-color:color-mix(in srgb,currentColor 65%,transparent);text-decoration-color:color-mix(in srgb,currentColor 65%,transparent)}.academic-content a[data-enlarge]{text-decoration:none}.academic-content a:has(>img){text-decoration:none}#main-content a:hover{text-decoration-color:currentColor}.academic-content .pdf-section+p{color:var(--mut);margin-top:18px;font-size:13px;line-height:2}.academic-content .pdf-section+p a{color:var(--fg)}@media (max-width:640px){.glimpse-retrieval{min-height:220px;padding:18px}.retrieval-map{grid-template-columns:42px minmax(0,1fr);gap:15px}.retrieval-documents{width:30px;height:46px}.retrieval-documents i:last-child:after{height:20px;top:12px;left:6px;right:6px}.retrieval-map ol{padding-left:14px}.retrieval-map strong{font-size:13px}.glimpse-app{height:230px;padding:14px 14px 0}.app-preview-image{height:154px}.glimpse-app figcaption,.speech-preview-legend{font-size:8px}}.app-preview-image{background:var(--bg);border:0;border-radius:0;grid-template-columns:84px minmax(0,1fr);align-items:center;gap:20px;padding:0 18px 0 0;display:grid;overflow:hidden}.app-preview-image img{object-fit:contain;object-position:center;border-radius:5px;width:84px;height:170px}.app-preview-image blockquote{letter-spacing:-.02em;margin:0;padding:0;font-size:15px;line-height:1.6}.app-preview-image blockquote>span{font:9px var(--font-geist-mono),monospace;color:var(--mut);letter-spacing:0;margin-bottom:10px;display:block}.app-preview-image blockquote p{margin:0}@media (max-width:640px){.app-preview-image{grid-template-columns:72px minmax(0,1fr);gap:14px;padding-right:0}.app-preview-image img{width:72px;height:154px}.app-preview-image blockquote{font-size:13px}.app-preview-image blockquote>span{font-size:8px;line-height:1.5}}.academic-content .resume-frame{box-shadow:none;background:0 0;border:0;border-radius:0}.academic-content:has(.resume-resource-actions) .page-heading{padding-bottom:10px}.academic-content .resume-resource-actions{gap:24px;margin-top:0;margin-bottom:36px}.academic-content .resume-resource-actions .button{background:var(--fg);color:var(--bg);border:0;border-radius:999px;padding:11px 20px;font-size:13px;line-height:1.6}.academic-content .resume-resource-actions .outline-button{text-underline-offset:5px;background:0 0;border:0;border-radius:0;padding:8px 0;font-size:13px;text-decoration:underline}.academic-content .resume-resource-actions .quiet-link{font-size:13px}@media (max-width:640px){.academic-content .resume-resource-actions{gap:14px 20px;margin-bottom:24px}.academic-content .resume-resource-actions .button{padding:10px 16px}}.academic-content .filters{margin:12px 0 10px}.academic-content .filter-count{color:var(--mut);margin:0 0 32px;font-size:12px;line-height:1.8}.academic-content .leadership-entry{border-top:1px solid var(--line);border-bottom:1px solid var(--line);grid-template-columns:160px minmax(0,1fr);gap:32px;padding:28px 0 32px;display:grid}.academic-content .leadership-meta .eyebrow{font-family:var(--font-geist-mono),monospace;letter-spacing:.07em;color:var(--mut);margin-bottom:12px;font-size:10px;display:block}.academic-content .leadership-meta .date{color:var(--mut);margin:0;font-size:12px;line-height:1.8}.academic-content .leadership-main h3{letter-spacing:-.025em;margin-bottom:12px;font-size:22px;font-weight:600}.academic-content .leadership-organization{color:var(--fg);margin:0 0 20px;font-size:14px;line-height:1.8}.academic-content .leadership-organization span{color:var(--mut);display:block}.academic-content .leadership-responsibilities{color:var(--mut);margin:0;padding-left:18px;font-size:13px;line-height:1.85;list-style:outside}.academic-content .leadership-responsibilities li+li{margin-top:8px}.academic-content .recognition-heading{letter-spacing:-.02em;margin:34px 0 4px;font-size:19px;font-weight:500}.academic-content .recognition-row{border-bottom:1px solid var(--line);grid-template-columns:220px minmax(0,1fr);gap:32px;padding:23px 0;display:grid}.academic-content .recognition-label>.eyebrow{color:var(--mut);font:9px var(--font-geist-mono),monospace;text-transform:uppercase;letter-spacing:.06em;margin-bottom:7px;line-height:1.7;display:block}.academic-content .recognition-label h4{margin:0;font-size:16px;font-weight:500;line-height:1.5}.academic-content .recognition-row>p{color:var(--mut);margin:0;font-size:13px;line-height:1.85}.academic-content .recognition-row strong{color:var(--fg);font-weight:600}@media (max-width:640px){.academic-content .leadership-entry{grid-template-columns:1fr;gap:18px;padding:24px 0}.academic-content .leadership-meta{flex-wrap:wrap;align-items:center;gap:14px;display:flex}.academic-content .leadership-meta .eyebrow{margin:0}.academic-content .leadership-main h3{font-size:20px}.academic-content .leadership-organization{font-size:13px}.academic-content .recognition-row{grid-template-columns:1fr;gap:10px;padding:22px 0}.academic-content .filter-count{margin-bottom:26px;font-size:11px}}.page-return-navigation{width:100%;max-width:1152px;color:var(--mut);margin:0 auto;padding:26px 32px 0;font-size:12px}.page-return-navigation a{text-underline-offset:5px;align-items:center;min-height:36px;text-decoration:underline;display:inline-flex}.page-return-navigation a:hover{color:var(--fg)}.page-return-navigation a:focus-visible{outline:2px solid var(--fg);outline-offset:6px;border-radius:2px}.page-return-navigation+div{padding-top:16px}@media (max-width:640px){.page-return-navigation{padding:18px 20px 0}}.research-preview-shell{border:1px solid var(--line);background:var(--bg);border-radius:9px;margin:0 0 20px;padding-bottom:36px;position:relative;overflow:hidden}.research-preview-art{height:128px;overflow:hidden}.research-preview-art .project-glimpse{border:0;border-radius:0;margin:0}.research-preview-art .glimpse-compact{height:128px;min-height:0}.research-preview-toggle{cursor:pointer;width:100%;color:var(--fg);text-align:left;position:absolute;inset:0}.research-preview-toggle>span{border-top:1px solid var(--line);background:var(--bg);min-height:36px;font:11px var(--font-geist-mono),monospace;justify-content:space-between;align-items:center;gap:12px;padding:0 12px;transition:background .2s;display:flex;position:absolute;inset:auto 0 0}.research-preview-toggle:hover>span{background:color-mix(in srgb,var(--fg) 7%,var(--bg))}.research-preview-toggle:focus-visible{outline:2px solid var(--fg);outline-offset:-3px;border-radius:8px}.research-preview-art .glimpse-compact .glimpse-label{font-size:8px;top:10px;left:12px}.research-preview-art .glimpse-compact .speech-bars{gap:3px;inset:30px 7% 16px}.research-preview-art .glimpse-compact .speech-preview-legend{display:none}.research-preview-art .glimpse-compact.glimpse-retrieval{padding:14px 12px}.research-preview-art .glimpse-compact figcaption,.research-preview-art .glimpse-compact .retrieval-output{display:none}.research-preview-art .glimpse-compact .retrieval-map{grid-template-columns:28px minmax(0,1fr);gap:12px}.research-preview-art .glimpse-compact .retrieval-documents{width:25px;height:36px;margin:0}.research-preview-art .glimpse-compact .retrieval-documents i:last-child:after{height:18px;top:9px;left:5px;right:5px}.research-preview-art .glimpse-compact .retrieval-map ol{gap:10px;padding-left:12px}.research-preview-art .glimpse-compact .retrieval-map li{grid-template-columns:14px minmax(0,1fr);gap:2px 5px}.research-preview-art .glimpse-compact .retrieval-map li>span{padding-top:1px;font-size:8px}.research-preview-art .glimpse-compact .retrieval-map strong{font-size:11px}.research-preview-art .glimpse-compact .retrieval-map small{font-size:8px}.glimpse-eeg-thumbnail{background:#fff;justify-content:center;align-items:center;height:128px;display:flex}.glimpse-eeg-thumbnail img{object-fit:contain;width:100%;height:100%;display:block}.research-preview-shell[data-expanded=true]{padding-bottom:0}.research-preview-shell[data-expanded=true] .research-preview-art{height:auto;overflow:visible}.research-preview-shell[data-expanded=true] .research-preview-toggle{height:36px;display:block;position:relative;inset:auto}.research-preview-shell[data-expanded=true] .glimpse-eeg-original{margin:0}@media (prefers-reduced-motion:reduce){.research-preview-toggle>span{transition:none}}.canonical-section-anchor{pointer-events:none;width:1px;height:1px;scroll-margin-top:96px;position:absolute;top:0;left:0}