:root{--vav-viz-bg:#fdf9f1;--vav-viz-surface:#fefdfb;--vav-viz-raised:#f5edd8;--vav-viz-border:#e8dbc0;--vav-viz-border-subtle:#e8dbc099;--vav-viz-text:#2c2416;--vav-viz-muted:#8a7d68;--vav-viz-faint:#b8ad98;--vav-viz-terra:#c4623a;--vav-viz-terra-soft:#faeee7;--vav-viz-gold:#d4a843;--vav-viz-gold-soft:#fcf6e8;--vav-viz-mor:#1a8a7a;--vav-viz-mor-soft:#eaf6f4;--vav-viz-kumkum:#c0392b;--vav-viz-kumkum-soft:#faeceb;--vav-viz-track:#e8dbc0}html.dark{--vav-viz-bg:#15111e;--vav-viz-surface:#1e1928;--vav-viz-raised:#2a2438;--vav-viz-border:#38304c;--vav-viz-border-subtle:#38304c99;--vav-viz-text:#e8e0d4;--vav-viz-muted:#a89e8e;--vav-viz-faint:#6a6058;--vav-viz-terra:#e07a4f;--vav-viz-terra-soft:#2e1d18;--vav-viz-gold:#e8c462;--vav-viz-gold-soft:#302816;--vav-viz-mor:#2ec4b6;--vav-viz-mor-soft:#122826;--vav-viz-kumkum:#e74c3c;--vav-viz-kumkum-soft:#341918;--vav-viz-track:#2a2438}.vav-interactive-root{--bg:var(--vav-viz-bg);--surface:var(--vav-viz-surface);--paper:var(--vav-viz-surface);--raised:var(--vav-viz-raised);--border:var(--vav-viz-border);--text:var(--vav-viz-text);--muted:var(--vav-viz-muted);--blue:var(--vav-viz-mor);--blue-soft:var(--vav-viz-mor-soft);--orange:var(--vav-viz-terra);--orange-soft:var(--vav-viz-terra-soft);--green:var(--vav-viz-mor);--green-soft:var(--vav-viz-mor-soft);--yellow:var(--vav-viz-gold);--yellow-soft:var(--vav-viz-gold-soft);--coral:var(--vav-viz-kumkum);--red:var(--vav-viz-kumkum);--coral-soft:var(--vav-viz-kumkum-soft);--cyan:var(--vav-viz-terra);--track:var(--vav-viz-track);color:var(--vav-viz-text);font-family:var(--font-body,"Outfit", system-ui, sans-serif);line-height:1.7}.vav-interactive-root .article>h1,.vav-interactive-root .article>aside.noscript,.vav-interactive-root .topbar{display:none!important}.vav-interactive-root .interactive-content>h2,.vav-interactive-root .interactive-content>h3{font-family:var(--font-display,"Yeseva One", Georgia, serif);color:var(--vav-viz-text);text-wrap:balance}.vav-interactive-root .interactive-content>h2{border-top:1px dashed var(--vav-viz-border);margin:3.5rem 0 2rem;padding-top:1.5rem;font-size:1.875rem;font-weight:700;line-height:1.333}.vav-interactive-root .interactive-content>h3{margin:2.5rem 0 1rem;font-size:1.5rem;font-weight:600;line-height:1.5}.vav-interactive-root .interactive-content>p{color:var(--vav-viz-text);text-wrap:pretty;margin:1.5rem 0;font-size:1.125rem;line-height:1.7778}.vav-interactive-root button{font-family:var(--font-mono,"Fira Code", monospace);min-height:38px;color:var(--vav-viz-text);background:var(--vav-viz-raised);border:1px solid var(--vav-viz-border);cursor:pointer;border-radius:.5rem;padding:.45rem .9rem;font-size:.8125rem;font-weight:600;transition:all .15s ease-in-out}.vav-interactive-root button:hover{border-color:var(--vav-viz-terra);color:var(--vav-viz-terra)}.vav-interactive-root button.active,.vav-interactive-root button[aria-pressed=true],.vav-interactive-root button.primary{box-shadow:0 2px 8px #c4623a40;background:var(--vav-viz-terra)!important;border-color:var(--vav-viz-terra)!important;color:#fff!important}.vav-interactive-root .opening-viz,.vav-interactive-root .viz{background:var(--vav-viz-surface);border:1px solid var(--vav-viz-border);border-top:4px solid var(--vav-viz-terra);border-radius:1rem;width:100%;margin:3rem 0;padding:clamp(1.25rem,3vw,2rem);box-shadow:0 4px 20px -2px #0000000d}html.dark .vav-interactive-root .opening-viz,html.dark .vav-interactive-root .viz{box-shadow:0 8px 30px -4px #00000059}.vav-interactive-root figcaption b{font-family:var(--font-display,"Yeseva One", Georgia, serif);color:var(--vav-viz-text);font-size:clamp(1.25rem,2.2vw,1.75rem);line-height:1.2}.vav-interactive-root .figure-kicker{font-family:var(--font-mono,"Fira Code", monospace);letter-spacing:.12em;text-transform:uppercase;color:var(--vav-viz-terra);font-size:.75rem;font-weight:700}.tldr{background:var(--surface,var(--vav-viz-surface));border:1px solid var(--border,var(--vav-viz-border));border-left:4px solid var(--orange,var(--vav-viz-terra));border-radius:12px;width:100%;margin:2rem 0 2.5rem;padding:clamp(1.35rem,3vw,2rem)}.tldr h2{font-family:var(--font-display,"Yeseva One", Georgia, serif);color:var(--orange,var(--vav-viz-terra));border:none;margin:0 0 1.25rem;padding:0;font-size:1.35rem;line-height:1.2}.tldr p{font-family:var(--font-body,"Outfit", system-ui, sans-serif);color:var(--text,var(--vav-viz-text));margin:0 0 1.1rem;font-size:1.125rem;line-height:1.7778}.tldr p:last-child{margin-bottom:0}.tldr strong{color:var(--orange,var(--vav-viz-terra));font-weight:700}.shell{width:min(1180px,100% - 36px);margin:auto}.topbar{z-index:10;background:color-mix(in srgb,var(--bg) 92%,transparent);backdrop-filter:blur(12px);border-bottom:1px solid var(--border);position:relative}.topbar .shell{justify-content:space-between;align-items:center;gap:16px;padding:10px 0;display:flex}.brand{letter-spacing:.11em;text-transform:uppercase;color:var(--cyan);font:700 .72rem ui-monospace,monospace}.progress{background:var(--yellow);width:0;height:2px;position:absolute;bottom:-1px;left:0}.hero{border-bottom:1px solid var(--border);padding:110px 0 85px}.hero h1{letter-spacing:-.065em;max-width:1080px;margin:0;font:750 clamp(3.6rem,9vw,8rem)/.88 Georgia,serif}.hero .dek{max-width:860px;color:var(--muted);margin:32px 0 0;font:500 clamp(1.2rem,2.2vw,1.65rem)/1.45 Georgia,serif}.premise-strip{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(3,1fr);gap:1px;margin-top:44px;display:grid}.premise-strip div{background:var(--paper);border-top:4px solid var(--orange);padding:18px}.premise-strip div:nth-child(2){border-color:var(--green)}.premise-strip div:nth-child(3){border-color:var(--blue)}.premise-strip b{color:var(--muted);text-transform:uppercase;letter-spacing:.08em;margin-bottom:8px;font:700 .75rem ui-monospace,monospace;display:block}.article{padding:50px 0 100px}.article>h1{display:none}.article>h2,.article>p,.article>blockquote,.article>pre,.article>ul,.article>ol,.article>.table-wrap,.article>table,.article>.footnotes{width:min(var(--measure),100%);margin-left:auto;margin-right:auto}.article>h2{letter-spacing:-.035em;border-top:1px solid var(--border);margin-top:72px;margin-bottom:18px;padding-top:20px;font:700 clamp(1.8rem,3.5vw,2.8rem)/.98 Georgia,serif}.article>p{margin-top:1.1em;margin-bottom:1.1em}.article>p:first-of-type{font-size:1.25rem}.article blockquote{border-left:4px solid var(--yellow);background:var(--surface);margin-top:32px;margin-bottom:32px;padding:18px 24px;font-size:1.15rem}.article pre{background:var(--surface);border:1px solid var(--border);white-space:pre;word-wrap:normal;max-width:100%;padding:18px;font-size:.82rem;overflow-x:auto}.article pre code{white-space:pre;display:block;overflow-x:auto}.article pre code.language-python{color:var(--silk,.9rem)}.article pre code.language-text{color:var(--muted)}.article code{color:var(--cyan);font-family:ui-monospace,SFMono-Regular,monospace}.interactive-content>.table-wrap{border:1px solid var(--border);background:var(--bg);border-radius:10px;width:100%;margin:20px auto 24px;overflow-x:auto}.interactive-content>.table-wrap:focus-visible{outline:3px solid var(--yellow);outline-offset:3px}.interactive-content>.table-wrap table{border-collapse:separate;border-spacing:0;width:100%;font-size:.88rem}.interactive-content>.table-wrap th,.interactive-content>.table-wrap td{border-right:1px solid var(--border);border-bottom:1px solid var(--border);text-align:left;vertical-align:middle;white-space:nowrap;padding:18px 28px}.interactive-content>.table-wrap th:last-child,.interactive-content>.table-wrap td:last-child{border-right:0}.interactive-content>.table-wrap tbody tr:last-child td{border-bottom:0}.interactive-content>.table-wrap th{background:color-mix(in srgb,var(--raised) 70%,var(--text) 8%);color:var(--muted);letter-spacing:.08em;text-transform:uppercase;font:700 .7rem/1.35 ui-monospace,monospace}.interactive-content>.table-wrap td:not(:first-child),.interactive-content>.table-wrap th:not(:first-child){text-align:right}.interactive-content>.table-wrap td code{white-space:nowrap}.interactive-content>.table-wrap tbody tr:nth-child(2n) td{background:color-mix(in srgb,var(--raised) 45%,var(--bg))}.article li{margin:.45em 0}.ref{vertical-align:super;font-size:.65em}.viz{background:var(--surface);border:1px solid var(--border);border-top:4px solid var(--cyan);width:100%;margin:55px auto 70px;padding:24px}.viz figcaption{max-width:900px;font-size:1.12rem}.instruction{background:var(--raised);border-left:3px solid var(--yellow);color:var(--muted);margin:16px 0;padding:12px 15px}.controls{flex-wrap:wrap;gap:8px;margin:18px 0;display:flex}.viz-grid,.order-grid{grid-template-columns:minmax(0,1.7fr) minmax(250px,.8fr);gap:14px;display:grid}.plot{background:var(--bg);border:1px solid var(--border);width:100%;height:380px;display:block}.plot.tall{height:430px}.readout,.feedback{background:var(--bg);border:1px solid var(--border);color:var(--muted);min-width:0;padding:16px}.readout .big{overflow-wrap:anywhere;color:var(--text);letter-spacing:-.06em;font:760 clamp(2.2rem,5vw,4.2rem)/1 ui-monospace,monospace}.mechanism-viz{border-radius:0}.mechanism-tabs{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(4,1fr);gap:1px;margin-bottom:18px;display:grid}.mechanism-tabs button{text-align:left;background:var(--raised);border:0;border-radius:0}.mechanism-tabs button.active{background:var(--text);color:var(--bg)}.toy-scene{background:var(--bg);border:1px solid var(--border)}.toy-sentence{border-bottom:1px solid var(--border);flex-wrap:wrap;align-items:center;gap:7px;min-height:78px;padding:18px;font:650 clamp(1.1rem,2.4vw,1.55rem) Georgia,serif;display:flex}.toy-sentence span{padding:5px 3px}.toy-sentence .generated{color:var(--green);border-bottom:3px solid var(--green)}.toy-sentence .slot{min-width:38px;color:var(--muted);border-bottom:1px solid var(--border)}.context-rack{background:var(--raised);border-bottom:1px solid var(--border);grid-template-columns:190px 1fr;align-items:center;gap:12px;padding:14px 18px;display:grid}.context-rack>span{color:var(--muted);text-transform:uppercase;letter-spacing:.08em;font:700 .7rem ui-monospace,monospace}.toy-context{grid-template-columns:repeat(4,1fr);gap:6px;margin:0;display:grid}.toy-context span{border:1px solid var(--border);background:var(--bg);padding:11px 12px;font:700 .84rem ui-monospace,monospace;position:relative}.toy-context span:first-child:after{content:"oldest";background:var(--raised);color:var(--muted);padding:0 4px;font-size:.55rem;position:absolute;top:-8px;left:6px}.toy-context span:last-child{border-color:var(--orange)}.toy-work{background:var(--border);grid-template-columns:minmax(0,1.45fr) minmax(260px,.55fr);gap:1px;display:grid}.toy-work>div,.toy-inspector{background:var(--bg);padding:18px}.scene-head{justify-content:space-between;align-items:end;gap:16px;margin-bottom:14px;display:flex}.scene-head b{font:650 1.2rem Georgia,serif;display:block}.key-switch{flex-wrap:wrap;gap:6px;display:flex}.key-switch button{min-height:38px;padding:.35rem .65rem}.vocab{grid-template-columns:repeat(5,1fr);gap:5px;display:grid}.vocab div{background:var(--raised);border:1px solid var(--border);min-width:0;padding:11px 9px;font-size:.79rem;position:relative}.vocab div b,.vocab div small,.vocab div em{overflow-wrap:anywhere;display:block}.vocab div small{color:var(--muted);font:500 .6rem ui-monospace,monospace}.vocab div em{text-transform:uppercase;color:var(--muted);margin-top:7px;font:700 .6rem ui-monospace,monospace}.vocab .green{border-color:var(--green);background:repeating-linear-gradient(135deg,transparent 0 9px,color-mix(in srgb,var(--green) 14%,transparent) 9px 12px),var(--green-soft)}.vocab .green em{color:var(--green)}.vocab .picked{outline:3px solid var(--orange);outline-offset:1px}.toy-inspector{align-content:start;gap:14px;display:grid}.toy-inspector .big-word{color:var(--green);font:700 clamp(2.4rem,5vw,4.6rem)/.9 Georgia,serif}.toy-inspector dl{grid-template-columns:1fr auto;gap:7px;margin:0;display:grid}.toy-inspector dt{color:var(--muted)}.toy-inspector dd{text-align:right;margin:0;font:700 .8rem ui-monospace,monospace}.toy-inspector code{overflow-wrap:anywhere;font-size:.68rem}.probability-stage{border-top:1px solid var(--border);padding:18px;display:none}.probability-stage.visible{display:block}.draw-scale{border-bottom:2px solid var(--border);height:42px;margin:0 0 12px 135px;position:relative}.draw-scale i{background:var(--orange);border-radius:50%;width:14px;height:14px;position:absolute;bottom:-8px;left:30%;transform:translate(-50%)}.draw-scale span{color:var(--orange);white-space:nowrap;font:700 .7rem ui-monospace,monospace;position:absolute;top:0;left:30%;transform:translate(-50%)}.probability-rows{gap:7px;display:grid}.prob-row{grid-template-columns:125px 1fr 72px;align-items:center;gap:10px;display:grid}.prob-row>span{font:700 .75rem ui-monospace,monospace}.prob-track{background:var(--track);height:24px;position:relative;overflow:hidden}.prob-track i{background:var(--blue);height:100%;display:block}.prob-row.green .prob-track i{background:var(--green)}.prob-row.picked .prob-track{outline:2px solid var(--orange)}.prob-row output{text-align:right;font:700 .72rem ui-monospace,monospace}.checker-stage{border-top:1px solid var(--border);display:none}.checker-stage.visible{grid-template-columns:1fr 340px;display:grid}.checked-words{flex-wrap:wrap;align-content:start;gap:8px;padding:20px;display:flex}.checked-words span{border:1px solid var(--border);padding:8px 10px;font:700 .8rem ui-monospace,monospace}.checked-words .context{color:var(--muted)}.checked-words .hit{border-color:var(--green);background:var(--green-soft)}.checked-words .miss{border-color:var(--coral);background:color-mix(in srgb,var(--coral) 12%,var(--bg))}.checked-words .current{outline:3px solid var(--orange)}.checker-metrics{background:var(--border);grid-template-columns:1fr 1fr;gap:1px;display:grid}.checker-metrics div{background:var(--raised);padding:14px}.checker-metrics span{color:var(--muted);font-size:.7rem;display:block}.checker-metrics strong{font:700 1.7rem ui-monospace,monospace}.toy-footer{border-top:1px solid var(--border);grid-template-columns:auto 1fr;align-items:center;gap:18px;padding:0 18px;display:grid}.toy-footer .feedback{background:0 0;border:0;padding:0}.evidence-note{color:var(--muted);margin:14px 0 0;font-size:.83rem}.real-viz{border-radius:0}.real-prompt{background:var(--bg);border:1px solid var(--border);border-left:5px solid var(--orange);padding:18px 22px}.real-prompt span{color:var(--muted);text-transform:uppercase;font:700 .68rem ui-monospace,monospace}.real-prompt p{margin:5px 0 0;font:650 1.3rem Georgia,serif}.real-prompt i{background:var(--orange);vertical-align:-2px;width:12px;height:1.1em;display:inline-block}.real-layout{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.4fr) minmax(300px,.6fr);gap:1px;margin-top:14px;display:grid}.real-layout>div,.jack-focus{background:var(--bg);padding:20px}.candidate-bars{gap:10px;display:grid}.candidate-bar{grid-template-columns:90px 1fr 86px;align-items:center;gap:10px;display:grid}.candidate-bar>span{font:700 .78rem ui-monospace,monospace}.candidate-bar>span small{color:var(--muted);font-size:.56rem;display:block}.candidate-bar .bar-pair{gap:4px;display:grid}.candidate-bar .bar-track{background:var(--track);height:15px}.candidate-bar .bar-track i{background:var(--blue);height:100%;transition:width .3s;display:block}.candidate-bar.green .bar-track i{background:var(--green)}.candidate-bar.selected{outline:2px solid var(--orange);padding:8px}.candidate-bar output{text-align:right;font:700 .68rem ui-monospace,monospace}.jack-focus{align-content:start;gap:18px;display:grid}.jack-token{color:var(--green);font:700 clamp(3rem,6vw,5.6rem)/.9 Georgia,serif}.jack-token small{color:var(--muted);margin-top:10px;font:600 .75rem ui-monospace,monospace;display:block}.score-change{grid-template-columns:1fr auto 1fr;align-items:center;gap:10px;display:grid}.score-change>div{background:var(--raised);padding:12px}.score-change span,.jack-chance span,.fixed-draw span{color:var(--muted);font-size:.7rem;display:block}.score-change b{font:700 .85rem ui-monospace,monospace}.score-change i{color:var(--orange);font:700 1rem ui-monospace,monospace}.jack-chance{background:var(--green-soft);border-left:4px solid var(--green);padding:15px}.jack-chance strong{font:700 2rem Georgia,serif}.fixed-draw{border:1px solid var(--orange);padding:14px}.fixed-draw p{margin-bottom:0}.real-outcomes{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(3,1fr);gap:1px;margin-top:14px;display:grid}.real-outcomes>div{background:var(--bg);padding:16px}.real-outcomes span{color:var(--muted);text-transform:uppercase;font:700 .66rem ui-monospace,monospace}.real-outcomes p{font:1rem/1.45 Georgia,serif}.real-outcomes b{font:700 .8rem ui-monospace,monospace}.real-outcomes .marked{border-top:4px solid var(--green)}.order-viz{border-radius:0}.order-controls{justify-content:space-between;align-items:center;gap:16px;display:flex}.order-rails{grid-template-columns:1fr 1fr;gap:12px;display:grid}.order-rail{background:var(--bg);border:1px solid var(--border);padding:18px}.order-rail.active{border-top:4px solid var(--orange)}.order-rail header{justify-content:space-between;gap:12px;margin-bottom:14px;display:flex}.order-rail header b{font:650 1.2rem Georgia,serif}.order-rail header span{color:var(--muted);font:700 .65rem ui-monospace,monospace}.order-steps{gap:7px;display:grid}.order-step{background:var(--raised);opacity:.35;grid-template-columns:34px 1fr auto;align-items:center;gap:10px;padding:10px;display:grid}.order-step.done{opacity:1;border-left:4px solid var(--green)}.order-step.current{opacity:1;outline:2px solid var(--orange)}.order-step i{background:var(--bg);border-radius:50%;place-items:center;width:28px;height:28px;font:700 .7rem ui-monospace,monospace;display:grid}.order-step small{color:var(--muted)}.order-token{border:1px solid var(--border);grid-template-columns:1fr auto;gap:10px;margin-top:14px;padding:13px;display:grid}.order-token strong{font:700 1.3rem ui-monospace,monospace}.order-result{background:var(--border);border:1px solid var(--border);grid-template-columns:1fr 1fr;gap:1px;margin-top:12px;display:grid}.order-result>div{background:var(--bg);min-width:0;padding:16px;overflow:hidden}.order-result span{color:var(--muted);font-size:.72rem;display:block}.order-result b{overflow-wrap:anywhere;max-width:100%;font:700 clamp(1.15rem,2.8vw,1.7rem) Georgia,serif;display:block}.pair-fixture{background:var(--bg);border:1px solid var(--border);margin-top:18px;padding:18px}.pair-fixture header b{font:650 1.25rem Georgia,serif;display:block}.pair-sequence{flex-wrap:wrap;align-items:center;gap:4px;margin:18px 0;display:flex}.pair-sequence span{background:var(--raised);padding:8px 10px;font:700 .74rem ui-monospace,monospace}.pair-sequence i{color:var(--muted);font-style:normal}.pair-counting{grid-template-columns:repeat(5,1fr);gap:6px;display:grid}.pair-chip{background:var(--raised);border:1px solid var(--border);padding:10px;font:700 .7rem ui-monospace,monospace}.pair-chip.green{border-color:var(--green);background:var(--green-soft)}.pair-chip.duplicate{opacity:.25;text-decoration:line-through}.gemma-viz{border-radius:0}.gemma-flow{background:var(--bg);border:1px solid var(--border);padding:18px}.path{grid-template-columns:repeat(5,1fr);gap:8px;display:grid}.path div{background:var(--raised);border:1px solid var(--border);border-top:4px solid var(--blue);opacity:.34;flex-direction:column;gap:4px;min-height:112px;padding:13px;display:flex}.path div b{font:700 .9rem/1.2 Georgia,serif;display:block}.path div small{color:var(--muted);font-size:.72rem;line-height:1.3;display:block}.path div.active{opacity:1;border-color:var(--orange)}.path div.done{opacity:1;border-top-color:var(--green)}.path div.key-boundary{background:var(--green-soft)}.packet-line{border-bottom:2px solid var(--border);height:22px;margin:8px 4%;position:relative}.packet-line i{background:var(--orange);border-radius:50%;width:16px;height:16px;transition:left .3s;position:absolute;bottom:-8px;left:0}.smoke-panel{background:var(--bg);border:1px solid var(--border);margin-top:18px;padding:18px}.smoke-panel header b{font:650 1.3rem Georgia,serif;display:block}.smoke{grid-template-columns:repeat(3,1fr);gap:8px;margin-top:14px;display:grid}.smoke div{background:var(--raised);border-top:4px solid var(--coral);min-height:170px;padding:15px;position:relative}.smoke div>small,.smoke div>span{display:block}.smoke div strong{font:700 2rem Georgia,serif;display:block}.smoke .z-track{background:var(--track);height:12px;margin:14px 0}.smoke .z-track i{background:var(--coral);height:100%;display:block}.smoke-scale{color:var(--muted);grid-template-columns:auto 1fr auto;align-items:center;gap:10px;margin-top:12px;font-size:.72rem;display:grid}.smoke-scale i{background:var(--border);height:2px}.ladder-panel{background:var(--border);border:1px solid var(--border);grid-template-columns:1fr 1fr;gap:1px;margin-top:14px;display:grid}.ladder-panel>div{background:var(--bg);padding:18px}.ladder-panel>div:first-child{border-top:4px solid var(--green)}.ladder-panel b{font:650 1.2rem Georgia,serif;display:block}.calibration-viz{border-radius:0}.cal-summary{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(4,1fr);gap:1px;display:grid}.cal-summary>div{background:var(--bg);padding:15px}.cal-summary span{color:var(--muted);font-size:.7rem;display:block}.cal-summary b{font:700 1.65rem Georgia,serif}.calibration-chart{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.45fr) minmax(250px,.55fr);gap:1px;display:grid}.calibration-chart aside{background:var(--bg);padding:18px}.calibration-chart aside b{font:650 1.2rem Georgia,serif}.max-row{background:var(--bg);border:1px solid var(--border);margin-top:16px;padding:18px}.max-row header b{font:650 1.3rem Georgia,serif;display:block}.max-transform{background:var(--border);grid-template-columns:repeat(4,1fr);gap:1px;display:grid}.max-transform>div{background:var(--raised);padding:15px}.max-transform span{color:var(--muted);font-size:.7rem;display:block}.max-transform strong{font:700 1.8rem Georgia,serif}.cal-decision{border-top:4px solid var(--coral)}.cal-decision.safe{border-color:var(--green)}.controls-viz,.cohort-viz{border-radius:0}.control-source{background:var(--bg);border:1px solid var(--border);border-left:5px solid var(--orange);padding:18px}.control-source span{color:var(--muted);font:700 .68rem ui-monospace,monospace;display:block}.control-source b{font:650 1.2rem Georgia,serif}.control-branches{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(4,1fr);gap:1px;margin-top:12px;display:grid}.family-card{background:var(--bg);border-top:4px solid var(--green);min-width:0;padding:16px;transition:background .2s;position:relative}.family-card:nth-child(2){border-color:var(--blue)}.family-card:nth-child(3){border-color:var(--violet)}.family-card:nth-child(4){border-color:var(--yellow)}.family-card.active{background:var(--raised)}.family-card small{min-height:42px;color:var(--muted);display:block}.family-card b{margin:10px 0;font:760 2rem ui-monospace,monospace;display:block}.family-card p{font-size:.78rem}.equal-row{background:var(--bg);border:1px solid var(--border);margin-top:18px;padding:18px}.equal-row>b{font:650 1.3rem Georgia,serif;display:block}.equal-row>div{grid-template-columns:1fr auto 1fr;align-items:center;gap:12px;margin-top:14px;display:grid}.equal-row>div>div{background:var(--raised);padding:15px}.equal-row span{color:var(--muted);font-size:.72rem;display:block}.equal-row strong{font:700 1.6rem Georgia,serif}.equal-row .equal-z{margin-top:4px;font:700 .85rem ui-monospace,monospace;display:block}.equal-row i{color:var(--orange);font:700 2rem Georgia,serif}.cohort-chart{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.55fr) minmax(240px,.45fr);gap:1px;display:grid}.cohort-chart svg{background:var(--bg);width:100%;height:auto;display:block}.cohort-chart aside{background:var(--bg);padding:18px}.cohort-chart aside span{color:var(--muted);font-size:.7rem;display:block}.cohort-chart aside strong{font:700 2rem Georgia,serif;display:block}.interval-line{background:var(--green);height:8px;margin:12px 0}.prefix-completeness{background:var(--bg);border:1px solid var(--border);border-top:0;padding:18px}.prefix-completeness>span{color:var(--muted);text-transform:uppercase;font:700 .68rem ui-monospace,monospace}.prefix-completeness>div{grid-template-columns:repeat(5,1fr);gap:8px;margin-top:12px;display:grid}.prefix-chip{background:var(--raised);border-top:4px solid var(--blue);padding:12px}.prefix-chip.zero{border-color:var(--coral)}.prefix-chip span,.prefix-chip strong{display:block}.prefix-chip strong{font:700 1.5rem Georgia,serif}.method-map{grid-template-columns:1fr 1fr;gap:12px;display:grid}.method-map>div{background:var(--bg);border:1px solid var(--border);padding:18px}.edits-viz{border-radius:0}.edit-tabs{flex-wrap:wrap;gap:8px;display:flex}.edit-spine{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.55fr) minmax(250px,.45fr);gap:1px;margin-top:14px;display:grid}.edit-spine>div{background:var(--bg);padding:18px}.spine-text{background:var(--raised);border:1px solid var(--border);white-space:pre-wrap;max-height:300px;padding:15px;font:1rem/1.6 Georgia,serif;overflow:auto}.edit-spine aside{background:var(--border);grid-template-columns:1fr 1fr;gap:1px;display:grid}.edit-spine aside>div,.edit-spine aside>p{background:var(--bg);margin:0;padding:15px}.edit-spine aside>p{grid-column:1/-1}.edit-spine aside span{color:var(--muted);font-size:.7rem;display:block}.edit-spine aside strong{font:700 1.7rem Georgia,serif}.attack-cohort{background:var(--bg);border:1px solid var(--border);margin-top:16px;padding:18px}.attack-cohort header b{font:650 1.3rem Georgia,serif;display:block}.attack-chart{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.55fr) minmax(230px,.45fr);gap:1px;display:grid}.attack-chart svg{background:var(--bg);width:100%;height:auto;display:block}.attack-chart aside{background:var(--bg);padding:18px}.attack-chart aside span{color:var(--muted);font-size:.7rem;display:block}.attack-chart aside strong{font:700 1.8rem Georgia,serif;display:block}.proxy-note{background:var(--raised);border-left:4px solid var(--yellow);color:var(--muted);padding:15px}.delta-viz,.field-viz{border-radius:0}.delta-layout{background:var(--border);border:1px solid var(--border);grid-template-columns:minmax(0,1.55fr) minmax(240px,.45fr);gap:1px;display:grid}.delta-layout svg{background:var(--bg);width:100%;height:auto;display:block}.delta-layout aside{background:var(--bg);padding:18px}.delta-layout aside span{color:var(--muted);font-size:.7rem;display:block}.delta-layout aside strong{font:700 1.8rem Georgia,serif;display:block}.proxy-plots{background:var(--border);border:1px solid var(--border);grid-template-columns:repeat(3,1fr);gap:1px;margin-top:14px;display:grid}.proxy-card{background:var(--bg);padding:16px}.proxy-card>b{font:650 1.1rem Georgia,serif;display:block}.proxy-row{grid-template-columns:54px 1fr 65px;align-items:center;gap:8px;margin-top:9px;font:700 .68rem ui-monospace,monospace;display:grid}.proxy-row i{background:var(--green);height:10px;display:block}.proxy-card:nth-child(2) .proxy-row i{background:var(--orange)}.proxy-card:nth-child(3) .proxy-row i{background:var(--violet)}.method-frame{background:var(--border);border:1px solid var(--border);grid-template-columns:1fr 1fr 1fr;gap:1px;display:grid}.method-frame>div{background:var(--bg);min-height:230px;padding:18px}.method-frame span{color:var(--muted);text-transform:uppercase;font:700 .68rem ui-monospace,monospace;display:block}.method-frame h3{font:650 1.3rem Georgia,serif}.method-frame .unknown{background:repeating-linear-gradient(135deg,var(--bg) 0 10px,var(--raised) 10px 12px)}.method-boundary{background:var(--border);border:1px solid var(--border);grid-template-columns:1fr 1fr;gap:1px;margin-top:14px;display:grid}.method-boundary>*{background:var(--bg);padding:16px}.method-boundary b{border-left:4px solid var(--coral)}.media-grid{grid-template-columns:repeat(3,1fr);gap:12px;display:grid}.media-grid section{background:var(--raised);border:1px solid var(--border);border-top:5px solid var(--blue);border-radius:16px;padding:20px}.media-grid section:nth-child(2){border-top-color:var(--orange)}.media-grid section:nth-child(3){border-top-color:var(--green)}.media-grid header{justify-content:space-between;gap:8px;display:flex}.media-grid header b{font:650 1.3rem Georgia,serif}.media-grid header span{color:var(--muted);font-size:.75rem}.pixel-field{grid-template-columns:repeat(4,1fr);gap:3px;margin:22px 0;display:grid}.pixel-field i{aspect-ratio:1;background:#3a7fa3}.pixel-field i:nth-child(3n){background:#3b81a5}.pixel-field i:nth-child(5n){background:#397c9f}.frame-strip{gap:7px;margin:35px 0;display:flex}.frame-strip i{aspect-ratio:1.3;background:linear-gradient(135deg,var(--orange-soft),var(--track));flex:1;place-items:center;font:700 .75rem ui-monospace,monospace;display:grid}.sample-sentence{margin:36px 0 18px;font:650 1.25rem Georgia,serif}.sample-sentence mark{background:var(--green-soft);color:var(--text);padding:2px 4px}.choice-pair{gap:8px;display:flex}.choice-pair span{background:var(--track);padding:6px 9px;font:500 .8rem ui-monospace,monospace}.choice-pair span:first-child{border:2px solid var(--green)}.media-answer{background:var(--green-soft);border-left:5px solid var(--green);margin-top:14px;padding:18px;font:650 1.2rem Georgia,serif}.modality-row{grid-template-columns:1.4fr 1fr .8fr;align-items:end;gap:24px;display:grid}.mod-name{margin-bottom:4px;font:650 1.15rem Georgia,serif}.mod-dim{color:var(--muted);margin-bottom:14px;font:500 .75rem ui-monospace,monospace}.video-strip{gap:6px;display:flex}.video-frame{aspect-ratio:1.5;border:1px solid var(--border);background:var(--raised);border-radius:6px;width:100%;overflow:hidden}.video-frame:nth-child(2){opacity:.92}.video-frame:nth-child(3){opacity:.84}.video-frame:nth-child(4){opacity:.76}.video-frame:nth-child(5){opacity:.68}.video-frame:nth-child(6){opacity:.6}.frame-pixels{grid-template-rows:repeat(5,1fr);grid-template-columns:repeat(8,1fr);gap:1px;height:100%;padding:3px;display:grid}.frame-pixels i{background:#3a7fa3;border-radius:1px}.frame-pixels i:nth-child(3n+1){background:#3b81a5}.frame-pixels i:nth-child(5n+2){background:#397c9f}.frame-pixels i:nth-child(7n){background:#3c84a8}.frame-pixels i.marked{background:var(--yellow);opacity:.7}.temporal-axis{color:var(--muted);align-items:center;gap:6px;margin-top:8px;font:500 .65rem ui-monospace,monospace;display:flex}.temporal-axis .axis-line{background:var(--muted);flex:1;height:1px}.temporal-axis .arrow{font-style:normal}.image-grid{aspect-ratio:1.5;border:1px solid var(--border);background:var(--raised);border-radius:6px;overflow:hidden}.image-pixels{grid-template-rows:repeat(7,1fr);grid-template-columns:repeat(10,1fr);gap:1px;height:100%;padding:3px;display:grid}.image-pixels i{background:#3a7fa3;border-radius:1px}.image-pixels i:nth-child(3n+1){background:#3b81a5}.image-pixels i:nth-child(5n+2){background:#397c9f}.image-pixels i:nth-child(7n){background:#3c84a8}.image-pixels i:nth-child(11n+3){background:#3d85a9}.image-pixels i.marked{background:var(--yellow);opacity:.7}.token-stream{flex-direction:column;gap:5px;display:flex}.token-block{background:var(--raised);border:1px solid var(--border);white-space:nowrap;text-overflow:ellipsis;border-radius:6px;padding:8px 12px;font:600 .82rem ui-monospace,monospace;overflow:hidden}.token-block.green-token{border-left:3px solid var(--green);background:var(--green-soft)}.token-block.active-token{outline:2px solid var(--orange);outline-offset:2px}.dim-annotations{border-top:1px solid var(--border);grid-template-columns:1.4fr 1fr .8fr;gap:24px;margin-top:16px;padding-top:14px;display:grid}.dim-note{color:var(--muted);font:500 .78rem/1.4 ui-monospace,monospace}.dim-note b{color:var(--text);font-weight:700}.opening-viz{background:var(--paper);border:1px solid var(--border);border-radius:16px;width:100%;margin:28px auto 36px;padding:clamp(14px,2.5vw,26px)}.opening-viz figcaption{gap:3px;margin-bottom:14px;display:grid}.opening-viz figcaption b{font:650 clamp(1.1rem,2.2vw,1.5rem)/1.15 Georgia,serif}.opening-viz figcaption span:last-child{color:var(--muted);max-width:820px}.figure-kicker{letter-spacing:.13em;text-transform:uppercase;color:var(--orange);font:700 .7rem ui-monospace,monospace}.pipeline-row{background:var(--raised);border:1px solid var(--border);border-radius:10px;flex-wrap:wrap;align-items:center;gap:6px;margin:16px 0;padding:14px 18px;display:flex}.pipe-chip{background:var(--surface);border:1px solid var(--border);white-space:nowrap;border-radius:6px;padding:7px 14px;font:600 .78rem ui-monospace,monospace}.pipe-chip.highlight{border-color:var(--orange);color:var(--orange);background:var(--orange-soft)}.pipe-arrow{color:var(--muted);font-size:.85rem}.step-cards{grid-template-columns:repeat(3,1fr);gap:12px;margin:16px 0;display:grid}.step-card{background:var(--raised);border:1px solid var(--border);border-radius:12px;padding:18px 16px}.step-card .step-num{background:var(--surface);border:1px solid var(--border);width:26px;height:26px;color:var(--orange);border-radius:50%;justify-content:center;align-items:center;margin-bottom:8px;font:600 .72rem ui-monospace,monospace;display:inline-flex}.step-card b{margin-bottom:6px;font:700 1.15rem Georgia,serif;display:block}.step-card p{color:var(--muted);margin:0;font:.82rem/1.4 Georgia,serif}var{color:var(--orange);font-family:Georgia,serif;font-style:italic}.formula-block{background:var(--raised);border:1px solid var(--border);text-align:center;border-radius:8px;margin:16px 0;padding:18px 24px;overflow-x:auto}.formula-block.highlight{border-color:var(--orange);background:var(--orange-soft)}.formula{color:var(--text);font:1.1rem/1.6 Georgia,serif}.formula b{color:var(--orange);font-size:1.3rem}.sqrt-content{border-top:1px solid;padding:0 3px}.frac{vertical-align:middle;flex-direction:column;align-items:center;margin:0 6px;display:inline-flex}.frac-num{border-bottom:1px solid var(--text);padding:0 8px 3px;font-size:.95rem}.frac-den{color:var(--muted);padding:3px 8px 0;font-size:.85rem}.inline-viz{background:var(--paper);border:1px solid var(--border);border-radius:12px;width:100%;margin:20px auto 28px;padding:clamp(12px,2vw,20px)}.inline-viz figcaption{margin-bottom:10px}.inline-viz figcaption b{font:600 1rem/1.2 Georgia,serif}.result-stacked{flex-direction:column;gap:8px;display:flex}.legend-bar{color:var(--muted);border-top:1px solid var(--border);flex-wrap:wrap;gap:12px 20px;padding:8px 12px;font:.75rem/1.3 Georgia,serif;display:flex}.legend-bar span{align-items:center;gap:6px;display:flex}.legend-note{margin-left:auto;font-style:italic}.coin-compare{grid-template-columns:1fr 1fr;gap:18px;display:grid}.coin-panel{background:var(--raised);border:1px solid var(--border);border-top:5px solid var(--blue);border-radius:20px;padding:24px}.coin-panel.nudged{border-top-color:var(--orange)}.coin-panel header{justify-content:space-between;align-items:flex-start;gap:15px;display:flex}.coin-panel header b,.coin-panel header span{display:block}.coin-panel header span{color:var(--muted);white-space:nowrap;font-size:.85rem}.coin-panel header strong{color:var(--blue);white-space:nowrap;font:700 1.25rem ui-monospace,monospace}.coin-panel.nudged header strong{color:var(--orange)}.coin-intro{align-items:center;gap:20px;margin:22px 0;display:flex}.coin-face{aspect-ratio:1;color:#2b2416;background:linear-gradient(145deg,#f6d678,#caa438);border:7px double #5e4b18;border-radius:50%;place-items:center;width:90px;font:700 2.4rem ui-monospace,monospace;display:grid;box-shadow:inset 0 2px #fff8,0 8px 20px #0004}.ratio{grid-template-columns:repeat(5,25px);gap:4px;display:grid}.ratio-4{grid-template-columns:repeat(4,25px)}.ratio i{background:var(--track);border:1px solid var(--border);height:45px}.baseline .ratio i:first-child{background:var(--blue)}.nudged .ratio i:nth-child(-n+2){background:var(--orange)}.ratio small{color:var(--muted);grid-column:1/-1}.flip-grid{grid-template-columns:repeat(10,1fr);gap:4px;display:grid}.flip-grid i{aspect-ratio:1;background:var(--track);border:1px solid var(--border);min-width:0;color:var(--muted);border-radius:50%;place-items:center;font:700 .7rem ui-monospace,monospace;display:grid}.flip-grid i.hit{background:var(--green-soft);border-color:var(--green);color:var(--text)}.coin-count{background:var(--bg);grid-template-columns:1fr auto;margin-top:18px;padding:13px;font:500 .84rem ui-monospace,monospace;display:grid}.coin-count b{font-size:1.15rem}.coin-count span{color:var(--muted)}.figure-actions{flex-wrap:wrap;align-items:center;gap:18px;margin-top:18px;display:flex}.figure-actions p{color:var(--muted);margin:0}button.primary{background:var(--text);color:var(--bg)}.worked-grid{grid-template-columns:.65fr 1.35fr;gap:16px;display:grid}.observed{background:var(--bg);border-radius:18px;flex-direction:column;padding:28px;display:flex}.observed span,.observed small{color:var(--muted)}.observed strong{font:750 clamp(5rem,10vw,8rem)/.9 Georgia,serif}.observed b{font-size:1.3rem}.calc-steps{gap:8px;display:grid}.calc-step{background:var(--raised);border:1px solid var(--border);opacity:.2;grid-template-columns:34px 1fr auto;align-items:center;gap:12px;padding:13px;display:grid}.calc-step.visible{opacity:1}.calc-step>i{aspect-ratio:1;background:var(--orange-soft);width:30px;color:var(--orange);border-radius:50%;place-items:center;font-style:normal;display:grid}.calc-step span b,.calc-step span small{display:block}.calc-step span small{color:var(--muted)}.calc-step output{color:var(--green);font:700 1rem ui-monospace,monospace}.variation-box{background:var(--raised);border:1px solid var(--border);border-radius:18px;margin-top:22px;padding:20px}.variation-box header{justify-content:space-between;display:flex}.variation-box header span{color:var(--muted)}.batch-grid{grid-template-columns:repeat(10,1fr);gap:7px;margin-top:15px;display:grid}.batch-grid>div{background:var(--blue-soft);border-radius:8px;height:105px;position:relative;overflow:hidden}.batch-grid>div i{background:var(--blue);position:absolute;inset:auto 0 0}.batch-grid>div b{z-index:2;text-align:center;width:100%;font:700 .72rem ui-monospace,monospace;position:absolute;top:5px}.score-ruler{height:170px;margin:30px 25px 5px;position:relative}.ruler-line{background:var(--border);height:4px;position:absolute;top:68px;left:3%;right:3%}.ruler-point{text-align:center;position:absolute;top:50px;transform:translate(-50%)}.ruler-point i{background:var(--blue);border:4px solid var(--paper);border-radius:50%;width:20px;height:20px;margin:auto;display:block}.ruler-point b,.ruler-point span{white-space:nowrap;display:block}.ruler-point span{color:var(--muted);font:500 .75rem ui-monospace,monospace}.ruler-point.focus i{background:var(--orange);transform:scale(1.25)}.ruler-point.focus b{color:var(--orange)}.decision-grid{grid-template-columns:1fr 1fr;gap:14px;display:grid}.decision-grid>div{background:var(--raised);border:1px solid var(--border);border-radius:16px;padding:24px}.decision-grid>div>b{font:650 1.35rem Georgia,serif;display:block}.decision-grid .paper{background:var(--cream);color:#24211c}.decision-grid p{margin-bottom:0}.length-layout{grid-template-columns:.65fr 1.35fr;gap:18px;display:grid}.length-controls{background:var(--raised);border:1px solid var(--border);border-radius:18px;padding:22px}.watch-box{background:var(--green-soft);border-left:4px solid var(--green);gap:5px;margin-top:18px;padding:15px;display:grid}.metric-grid{grid-template-columns:repeat(4,1fr);gap:8px;display:grid}.metric-grid>div{background:var(--raised);border:1px solid var(--border);padding:15px}.metric-grid span,.metric-grid small{color:var(--muted);display:block}.metric-grid strong{font:700 2rem Georgia,serif}.growth-row{grid-template-columns:150px 1fr 55px;align-items:center;gap:10px;margin-top:16px;display:grid}.growth-row>div{background:var(--track);border-radius:20px;height:18px;overflow:hidden}.growth-row i{background:var(--blue);border-radius:inherit;height:100%;transition:width .3s;display:block}.growth-row i.signal{background:var(--orange)}.figure-lesson{color:var(--muted)}.distribution-layout{grid-template-columns:1.5fr .5fr;gap:12px;display:grid}.dist-stacked{flex-direction:column;gap:0;display:flex}.dist-controls-bar{background:var(--raised);border:1px solid var(--border);border-top:0;flex-wrap:nowrap;align-items:center;gap:10px 16px;padding:10px 14px;display:flex;overflow-x:auto}.dist-group{align-items:center;gap:8px;display:flex}.dist-group label{letter-spacing:.09em;text-transform:uppercase;color:var(--muted);white-space:nowrap;font:700 .62rem ui-monospace,monospace}.dist-rates{gap:16px;margin-left:auto;display:flex}.dist-rates .rate-box{border:1px solid var(--border);text-align:center;padding:6px 12px}.dist-rates .rate-box span{text-transform:uppercase;letter-spacing:.08em;color:var(--muted);font:.6rem ui-monospace,monospace;display:block}.dist-rates .rate-box strong{font:700 1.4rem Georgia,serif}.opening-plot{background:var(--bg);border:1px solid var(--border);width:100%;height:auto;display:block}.overlap-note{background:var(--orange-soft);border-left:3px solid var(--orange);color:var(--text);padding:10px 14px;font:.85rem/1.4 Georgia,serif}.result-layout aside{background:var(--raised);border:1px solid var(--border);padding:22px}.rate-box{border:1px solid var(--border);margin-top:10px;padding:10px}.rate-box span{color:var(--muted);font-size:.72rem;display:block}.rate-box strong{color:var(--blue);font:700 1.6rem Georgia,serif}.rate-box.nudged strong{color:var(--orange)}.object-map{grid-template-columns:1fr 60px 1fr;align-items:stretch;gap:12px;display:grid}.object-card{background:var(--raised);border:1px solid var(--border);border-radius:14px;flex-direction:column;padding:20px;display:flex}.object-card>span{color:var(--orange);text-transform:uppercase;font:700 .7rem ui-monospace,monospace}.object-card>b{font:650 1.6rem Georgia,serif;display:block}.object-card .coin-face{margin:28px 0}.map-mark{text-align:center;color:var(--green);text-transform:uppercase;font:700 .8rem ui-monospace,monospace}.token-row{flex-wrap:wrap;gap:8px;margin:20px 0;display:flex}.token-row i{background:var(--track);padding:10px 13px;font:500 1rem ui-monospace,monospace}.token-row i.favored{border:2px solid var(--green);background:var(--green-soft)}.mapping-grid{border:1px solid var(--border);grid-template-columns:1fr 1fr;margin-top:16px;display:grid}.mapping-grid>*{border-bottom:1px solid var(--border);padding:11px 14px}.mapping-grid>:nth-child(odd){background:var(--blue-soft)}.mapping-grid>:nth-child(2n){background:var(--green-soft)}.result-layout{grid-template-columns:1.4fr .6fr;gap:16px;display:grid}.legend{background:var(--orange);width:18px;height:4px;margin-right:8px;display:inline-block}.legend.base{background:var(--blue)}.footnotes{border-top:1px solid var(--border);color:var(--muted);margin-top:50px;padding-top:30px;font-size:.82rem}.footnotes li{margin:10px 0}.noscript{display:none}.footer{border-top:1px solid var(--border);color:var(--muted);padding:35px 0 70px;font-size:.85rem}@media (width<=820px){body{font-size:16px}.shell{width:min(100% - 22px,1180px)}.hero{padding:55px 0}.premise-strip,.viz-grid,.order-grid,.family-grid,.method-map,.smoke,.media-grid,.coin-compare,.worked-grid,.decision-grid,.length-layout,.object-map,.result-layout,.step-cards,.real-layout,.real-outcomes,.order-rails,.ladder-panel,.calibration-chart,.control-branches,.cohort-chart,.edit-spine,.attack-chart,.delta-layout,.method-frame,.method-boundary,.modality-row,.dim-annotations,.proxy-plots{grid-template-columns:1fr}.cal-summary,.max-transform{grid-template-columns:1fr 1fr}.order-controls{flex-direction:column;align-items:flex-start}.article>h2{margin-top:75px}.viz{margin:42px auto;padding:15px}.opening-viz{border-radius:16px;padding:16px}.mechanism-tabs{grid-template-columns:1fr 1fr}.toy-work,.context-rack{grid-template-columns:1fr}.toy-context,.vocab{grid-template-columns:repeat(4,1fr)}.checker-stage.visible,.toy-footer{grid-template-columns:1fr}.path{grid-template-columns:1fr 1fr}.plot,.plot.tall{height:340px}.batch-grid{grid-template-columns:repeat(5,1fr)}.metric-grid{grid-template-columns:1fr 1fr}.map-mark{padding:5px}.score-ruler{height:155px;margin:28px 2px 0}.ruler-point b{font-size:.75rem}.ruler-point span{font-size:.62rem}.result-layout aside{padding:16px}}@media (width<=600px){.interactive-content>.table-wrap{background:0 0;border:0;overflow:visible}.interactive-content>.table-wrap:focus-visible{outline:0}.interactive-content>.table-wrap table,.interactive-content>.table-wrap thead,.interactive-content>.table-wrap tbody,.interactive-content>.table-wrap tr,.interactive-content>.table-wrap th,.interactive-content>.table-wrap td{width:100%;min-width:0;display:block}.interactive-content>.table-wrap thead{clip:rect(0 0 0 0);white-space:nowrap;clip-path:inset(50%);width:1px;height:1px;position:absolute;overflow:hidden}.interactive-content>.table-wrap tbody{gap:12px;display:grid}.interactive-content>.table-wrap tr{border:1px solid var(--border);background:var(--bg);overflow:hidden}.interactive-content>.table-wrap td{border-right:0;border-bottom:1px solid var(--border);white-space:normal;grid-template-columns:minmax(115px,.9fr) minmax(0,1.1fr);gap:14px;padding:10px 12px;display:grid;text-align:right!important;background:var(--bg)!important}.interactive-content>.table-wrap td:last-child{border-bottom:0}.interactive-content>.table-wrap td:before{content:attr(data-label);color:var(--muted);letter-spacing:.03em;text-align:left;font:700 .68rem/1.35 ui-monospace,monospace}.interactive-content>.table-wrap td:first-child{padding-top:13px;font-weight:700;background:var(--raised)!important}.interactive-content>.table-wrap td code{white-space:normal;overflow-wrap:anywhere}}@media (width<=480px){.equal-row>div{grid-template-columns:1fr}.equal-row i{text-align:center}.prefix-completeness>div{grid-template-columns:1fr 1fr}.order-result,.pair-counting{grid-template-columns:1fr}.candidate-bar{grid-template-columns:64px 1fr 62px}.mechanism-tabs{grid-template-columns:1fr}.toy-context,.vocab{grid-template-columns:repeat(2,1fr)}.scene-head{flex-direction:column;align-items:start}.prob-row{grid-template-columns:80px 1fr 58px}.draw-scale{margin-left:90px}.flip-grid{grid-template-columns:repeat(8,1fr)}.coin-panel{padding:16px}.coin-intro{align-items:flex-start}.ratio i{width:20px}.calc-step{grid-template-columns:30px 1fr}.calc-step output{grid-column:2}.score-ruler{height:145px}.ruler-point b{font-size:.63rem}.ruler-point span{font-size:.54rem}.metric-grid{grid-template-columns:1fr}.growth-row{grid-template-columns:110px 1fr 46px}.mapping-grid{font-size:.85rem}.object-card{min-height:auto}}@media print{.topbar,.controls,.instruction{display:none}.hero{padding:20px 0}.article>h2{break-after:avoid}.viz{break-inside:avoid;background:#fff}.plot{height:280px}body{font-size:11pt}}@media (prefers-reduced-motion:reduce){*,:before,:after{scroll-behavior:auto!important;transition-duration:.01ms!important;animation-duration:.01ms!important;animation-iteration-count:1!important}}.code-diff{border-radius:10px;grid-template-columns:1fr 1fr;gap:2px;margin:20px 0;display:grid;overflow:hidden}.code-diff .diff-col{background:var(--raised);padding:0;overflow:hidden}.code-diff .diff-col pre{border:0;border-radius:0;margin:0;padding:14px 16px;font-size:.75rem;overflow-x:auto}.code-diff .diff-col pre code{font-size:.75rem}.diff-label{letter-spacing:.1em;text-transform:uppercase;padding:8px 16px;font:700 .68rem ui-monospace,monospace;display:block}.diff-label.control{color:var(--blue);border-bottom:2px solid var(--blue)}.diff-label.watermarked{color:var(--green);border-bottom:2px solid var(--green)}.smoke-viz .smoke-selector{gap:6px;margin-bottom:16px;display:flex}.smoke-viz .smoke-selector button{background:var(--surface);border:1px solid var(--border);cursor:pointer;border-radius:6px;padding:8px 16px;font:600 .82rem ui-monospace,monospace}.smoke-viz .smoke-selector button.active{border-color:var(--orange);color:var(--orange);background:var(--orange-soft)}.smoke-pair{border-radius:10px;grid-template-columns:1fr 1fr;gap:2px;margin-bottom:16px;display:grid;overflow:hidden}.smoke-col{background:var(--raised);padding:16px 20px}.smoke-text{min-height:60px;margin:10px 0 14px;font-size:.88rem;line-height:1.55}.smoke-scores{gap:20px;display:flex}.smoke-scores div{flex-direction:column;gap:2px;display:flex}.smoke-scores span{color:var(--muted);letter-spacing:.06em;text-transform:uppercase;font:.68rem ui-monospace,monospace}.smoke-scores strong{color:var(--text);font:700 1.1rem ui-monospace,monospace}.smoke-bars{flex-direction:column;gap:8px;padding:12px 0;display:flex}.smoke-bars>div{align-items:center;gap:12px;display:flex}.smoke-bars span{color:var(--muted);min-width:100px;font:.72rem ui-monospace,monospace}.smoke-bars .z-track{background:var(--surface);border-radius:4px;flex:1;height:8px;position:relative}.smoke-bars .z-track i{background:var(--blue);border-radius:4px;height:100%;transition:width .3s;display:block}.smoke-bars .z-track.wm i{background:var(--green)}.smoke-bars .z-cutoff-label{color:var(--muted);text-align:right;padding-right:2px;font:.68rem ui-monospace,monospace}.ladder-viz svg{width:100%;height:auto}@media (width<=600px){.code-diff,.smoke-pair{grid-template-columns:1fr}}.vav-interactive-root .opening-viz,.vav-interactive-root .viz{font-family:var(--font-body,"Outfit", system-ui, sans-serif);font-size:.9375rem;line-height:1.6}.vav-interactive-root .opening-viz p,.vav-interactive-root .viz p{font-family:var(--font-body,"Outfit", system-ui, sans-serif);text-wrap:pretty;margin:.875rem 0;font-size:.9375rem;line-height:1.6}.vav-interactive-root .opening-viz figcaption b,.vav-interactive-root .viz figcaption b{font-family:var(--font-display,"Yeseva One", Georgia, serif);text-wrap:balance;font-size:1.5rem;font-weight:600;line-height:1.25}.vav-interactive-root :is(.coin-panel header b,.scene-head b,.order-rail header b,.pair-fixture header b,.smoke-panel header b,.calibration-chart aside>b,.max-row header b,.control-source b,.equal-row>b,.attack-cohort header b,.proxy-card>b,.method-frame h3,.mod-name,.length-controls>b,.watch-box b){font-family:var(--font-display,"Yeseva One", Georgia, serif);text-wrap:balance;font-size:1.125rem;font-weight:600;line-height:1.35}.vav-interactive-root :is(.figure-kicker,.mod-dim,.context-rack>span,.real-prompt>span,.real-outcomes span,.order-rail header span,.dist-group label,.metric-grid span,.metric-grid small,.cal-summary span,.max-transform span,.control-source span,.equal-row span,.prefix-completeness>span,.edit-spine aside span,.method-frame>div>span){font-family:var(--font-mono,"Fira Code", Menlo, monospace);font-size:.75rem;line-height:1.4}.vav-interactive-root :is(.coin-panel header strong,.coin-count,.checker-metrics strong,.jack-chance strong,.order-token strong,.metric-grid strong,.dist-rates .rate-box strong,.rate-box strong,.cal-summary b,.max-transform strong,.family-card b,.equal-row strong,.cohort-chart aside strong,.prefix-chip strong,.edit-spine aside strong,.attack-chart aside strong,.delta-layout aside strong,.smoke-scores strong){font-family:var(--font-mono,"Fira Code", Menlo, monospace);font-variant-numeric:tabular-nums}@media (width<=600px){.vav-interactive-root .interactive-content>h2{font-size:1.625rem;line-height:1.35}.vav-interactive-root .interactive-content>h3{margin-top:2rem;font-size:1.375rem;line-height:1.4}.vav-interactive-root .interactive-content>p,.tldr p{font-size:1.0625rem;line-height:1.7}.vav-interactive-root .opening-viz figcaption b,.vav-interactive-root .viz figcaption b{font-size:1.3rem}}