@import"https://fonts.googleapis.com/css2?family=Geist:wght@300;400;500&family=Geist+Mono:wght@300;400;500&display=swap";:root{--font-sans: "Geist", -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif;--font-mono: "Geist Mono", "SF Mono", Monaco, "Cascadia Code", "Roboto Mono", Consolas, "Courier New", monospace}body{font-family:var(--font-sans);font-weight:400}code,pre{font-family:var(--font-mono);font-weight:400}:root{--bg: #ffffff;--fg: #111111;--sub: #4d4d4d;--accent: #1a5aff;--border: #e5e5e5;--soft: #f7f8fa;--max: 68ch}html,body{margin:0;background:var(--bg);color:var(--fg);font-family:var(--font-sans);font-size:14px;line-height:1.55}main{max-width:var(--max);margin:4rem auto;padding:0 1rem}h1,h2,h3{margin:0 0 1rem;font-weight:400}h1{font-size:1.35rem;font-weight:500;line-height:1.2}h2{font-size:1.15rem;line-height:1.25}h3{font-size:1rem;line-height:1.3}a{color:var(--accent);text-decoration:none}a:hover{text-decoration:underline}.header{text-align:center;margin-bottom:3rem}.section{margin-bottom:1.5rem;padding:.8rem 0}.meta{color:var(--sub);font-size:.8rem}code,pre{font-family:var(--font-mono);background:var(--soft);padding:.15em .35em}.blog-list{list-style:none;padding:0;margin:0}.blog-item{margin-bottom:.5rem}.blog-link{display:block;color:inherit;text-decoration:none}.blog-link:hover{text-decoration:none}.blog-link:hover h3{color:var(--accent)}.post-content{margin-top:2rem;font-size:1.02rem}.post-content h1{font-size:1.75rem;line-height:1.18;margin-top:2.5rem;margin-bottom:1.4rem;padding-bottom:.8rem;border-bottom:1px solid var(--border);font-weight:500;letter-spacing:0}.post-content .article-top-links{display:flex;flex-wrap:wrap;gap:.55rem;margin:-.35rem 0 1.35rem}.post-content .article-top-link{display:inline-flex;align-items:center;gap:.45rem;padding:.45rem .7rem;border:1px solid var(--border);border-radius:999px;color:var(--text);font-size:.88rem;line-height:1;text-decoration:none;background:#fff}.post-content .article-top-link:hover{border-color:#9ca3af;text-decoration:none}.post-content .article-top-link svg{flex:0 0 auto}.post-content h2{font-size:1.45rem;line-height:1.22;margin-top:3rem;margin-bottom:1rem;font-weight:500;letter-spacing:0}.post-content h3{font-size:1.12rem;line-height:1.28;margin-top:2rem;margin-bottom:.75rem;font-weight:500;letter-spacing:0}.post-content blockquote{border-left:2px solid var(--border);margin:1rem 0;padding-left:1rem;color:var(--sub);font-style:italic}.post-content ul,.post-content ol{margin:1rem 0;padding-left:1.5rem}.post-content li{margin:.25rem 0}.post-content pre{background:#f6f8fb;padding:1rem;overflow-x:auto;margin:1.2rem 0;border:1px solid var(--border);border-radius:8px;line-height:1.55;box-shadow:inset 3px 0 #d7e2ff}.post-content img{display:block;max-width:100%;height:auto;margin:1.5rem auto}.memory-examples{margin:1.4rem 0 2rem}.memory-examples__note{margin:0 0 1rem;color:var(--sub);font-size:.96rem}.memory-examples__grid{display:grid;gap:.9rem}.memory-example{border:1px solid var(--border);border-radius:8px;background:#fff;padding:1rem;min-width:0}.memory-example header{margin-bottom:.85rem}.memory-example header p{margin:0 0 .2rem;color:var(--accent);font-size:.72rem;font-weight:600;letter-spacing:.08em;text-transform:uppercase}.post-content .memory-example h3{margin:0;font-size:1rem;line-height:1.25}.memory-example dl{display:grid;gap:.65rem;margin:0}.memory-example dl>div{display:grid;grid-template-columns:5.6rem minmax(0,1fr);gap:.65rem;align-items:start}.memory-example dl>.memory-example__latent-row{margin:0 -.35rem;padding:.55rem .55rem .55rem .65rem;border:1px dashed #b8c9ff;border-left:3px solid #1a5aff;border-radius:7px;background:#f7faff}.memory-example dt{color:var(--sub);font-size:.68rem;font-weight:600;letter-spacing:.08em;line-height:1.4;text-transform:uppercase}.memory-example__latent-row dt:after{content:"not in prompt";display:inline-block;margin-top:.32rem;padding:.13rem .32rem;border:1px solid #b8c9ff;border-radius:999px;background:#fff;color:#1a5aff;font-size:.56rem;line-height:1.2;letter-spacing:.05em;white-space:nowrap}.memory-example dd{margin:0;min-width:0}.memory-example code{border:1px solid #dde4f2;border-radius:5px;background:#f8fafc;color:#12315f;overflow-wrap:anywhere;word-break:break-word}.post-content .memory-example pre{margin:0;padding:.75rem;border-radius:6px;box-shadow:none;line-height:1.45;white-space:pre-wrap;overflow-wrap:anywhere;word-break:break-word}.post-content .memory-example pre code{display:block;border:0;background:transparent;padding:0}.memory-example__metric{margin:.85rem 0 0;padding-top:.75rem;border-top:1px solid var(--border);color:var(--sub);font-size:.88rem}.architecture-table{width:100%;margin:1.4rem 0;border:1px solid var(--border);border-collapse:separate;border-spacing:0;border-radius:8px;background:#fff;overflow:hidden;font-size:.92rem}.architecture-table th,.architecture-table td{padding:.75rem .8rem;border-bottom:1px solid var(--border);vertical-align:top;text-align:left}.architecture-table thead th{background:#f6f8fb;color:var(--sub);font-size:.72rem;font-weight:600;letter-spacing:.06em;text-transform:uppercase}.architecture-table tbody th{width:7.5rem;color:var(--accent);font-weight:600}.architecture-table tr:last-child th,.architecture-table tr:last-child td{border-bottom:0}.evidence-matrix{width:100%;margin:1.4rem 0 1.8rem;overflow-x:auto;border:1px solid var(--border);border-radius:8px;background:#fff}.evidence-matrix table{width:100%;min-width:860px;border-collapse:separate;border-spacing:0;font-size:.86rem;line-height:1.35}.evidence-matrix th,.evidence-matrix td{padding:.72rem .75rem;border-bottom:1px solid var(--border);border-right:1px solid var(--border);vertical-align:top;text-align:left}.evidence-matrix tr:last-child th,.evidence-matrix tr:last-child td{border-bottom:0}.evidence-matrix th:last-child,.evidence-matrix td:last-child{border-right:0}.evidence-matrix thead th{background:#f6f8fb;color:var(--sub);font-size:.72rem;font-weight:600;letter-spacing:.04em;text-transform:uppercase}.evidence-matrix tbody th{color:var(--fg);font-weight:600}.evidence-matrix a{white-space:nowrap}.post-content .article-loop{display:block;width:min(96vw,800px);height:560px;margin:1.5rem 0 0 50%;transform:translate(-50%);border:1px solid var(--border);border-radius:8px;background:#fafaf9}.post-content .image-link{display:block;color:inherit;text-decoration:none;border-radius:8px}.post-content .image-link:hover{text-decoration:none}.post-content .image-link img{transition:box-shadow .16s ease,transform .16s ease}.post-content .image-link:hover img{box-shadow:0 10px 30px #1111111f;transform:translateY(-1px)}.image-lightbox{width:min(96vw,1400px);max-width:none;max-height:92vh;padding:0;border:1px solid var(--border);border-radius:8px;background:#fff}.image-lightbox::backdrop{background:#0000008c}.image-lightbox__image{display:block;width:100%;height:auto;max-height:88vh;object-fit:contain}.image-lightbox__close{position:absolute;top:.5rem;right:.5rem;width:2rem;height:2rem;border:1px solid var(--border);border-radius:999px;background:#fffffff2;color:var(--fg);font-size:1.25rem;line-height:1;cursor:pointer}.image-lightbox__close:hover{border-color:#c8c8c8}.post-content .katex-display{overflow-x:auto;overflow-y:hidden;padding:.25rem 0}article>header h2{font-size:1.75rem;line-height:1.15;font-weight:500;letter-spacing:0}.structured-block{margin:1.35rem 0}.structured-statements,.structured-flow,.structured-diagram,.structured-groups,.structured-steps,.structured-metrics,.structured-snippet{border:1px solid var(--border);border-radius:8px;background:#fbfbfc}.structured-statements{list-style:none;padding:1rem 1.1rem;position:relative;border-left:3px solid #d7e2ff}.structured-statements li{margin:.4rem 0;padding:0}.structured-metrics{width:100%;border-collapse:separate;border-spacing:0;overflow:hidden}.structured-metrics th,.structured-metrics td{padding:.7rem .8rem;border-bottom:1px solid var(--border);vertical-align:top}.structured-metrics tr:last-child th,.structured-metrics tr:last-child td{border-bottom:0}.structured-metrics th{width:48%;color:var(--sub);font-weight:400;text-align:left}.structured-metrics td{font-family:var(--font-mono);font-size:.92rem;color:var(--fg)}.structured-steps{counter-reset:structured-step;list-style:none;padding:.2rem 0}.structured-steps li{counter-increment:structured-step;display:grid;grid-template-columns:1.7rem minmax(0,1fr);gap:.75rem;padding:.85rem 1rem;border-bottom:1px solid var(--border)}.structured-steps li:last-child{border-bottom:0}.structured-steps li:before{content:counter(structured-step);display:inline-flex;align-items:center;justify-content:center;width:1.45rem;height:1.45rem;border:1px solid #b8c9ff;border-radius:50%;color:var(--accent);font-size:.8rem}.structured-steps strong{display:block;font-weight:500}.structured-step-content{min-width:0;overflow-wrap:normal;word-break:normal;hyphens:none}.structured-steps p{margin:.25rem 0 0;color:var(--sub)}.structured-flow,.structured-diagram{padding:.8rem}.structured-groups{padding:.85rem 1rem}.structured-groups section{border-bottom:1px solid var(--border);padding:.7rem 0}.structured-groups section:first-child{padding-top:0}.structured-groups section:last-child{border-bottom:0;padding-bottom:0}.structured-groups h4{margin:0 0 .55rem;color:var(--accent);font-size:.9rem;font-weight:500;letter-spacing:0}.structured-groups ol{margin:0;padding-left:1.25rem}.structured-groups li{margin:.35rem 0}.structured-flow-line,.structured-edge{display:flex;flex-wrap:wrap;align-items:center;gap:.45rem;margin:.35rem 0}.structured-flow-line span,.structured-edge span{border:1px solid #d7dded;border-radius:6px;background:#fff;padding:.35rem .55rem}.structured-flow-line i,.structured-edge i{color:var(--accent);font-style:normal}.structured-snippet{display:block;padding:.9rem 1rem;overflow-x:auto;font-family:var(--font-mono);font-size:.9rem;line-height:1.55;background:#f6f8fb;box-shadow:inset 3px 0 #d7e2ff}.structured-snippet code{background:transparent;padding:0}@media (max-width: 520px){.memory-example dl>div{grid-template-columns:1fr;gap:.25rem}.architecture-table{display:block;overflow-x:auto}}
