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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ATLAS — Active-inference Training with Learned Adaptive Stigmergy</title>
<meta name="description" content="ATLAS v1.0.1: The AI that trains on what it discovers. SmolLM2-1.7B inference live on Tesla T4. 383 tests · 20 crates · Zero external dependencies · Pure Rust.">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=DM+Sans:ital,opsz,wght@0,9..40,300;0,9..40,400;0,9..40,500;0,9..40,600;0,9..40,700;1,9..40,400&family=IBM+Plex+Mono:wght@400;500&family=Instrument+Serif:ital@0;1&display=swap" rel="stylesheet">
<style>
/* ═══════════════════════════════════════════════════
ATLAS DESIGN SYSTEM
═══════════════════════════════════════════════════ */
*, *::before, *::after { margin: 0; padding: 0; box-sizing: border-box; }
:root {
--obsidian: #0a0a0f;
--basalt: #12121a;
--slate: #1a1a2e;
--ash: #2a2a3d;
--smoke: #6b7280;
--bone: #d4d4e0;
--chalk: #f0f0f5;
--orichalcum: #f59e0b;
--orichalcum-glow:#fbbf24;
--orichalcum-deep:#d97706;
--cyan: #00e5ff; /* palace navigation */
--cyan-dim: #00a0b4;
--violet: #a78bfa; /* model/tokenize */
--violet-dim: #7c5cbf;
--emerald: #34d399; /* validator/pheromones */
--emerald-dim: #059669;
--coral: #f87171; /* discovery */
--coral-dim: #dc2626;
--rust: #e8520a; /* Pure Rust */
--glass-bg: rgba(18, 18, 26, 0.72);
--glass-bg-heavy: rgba(10, 10, 15, 0.92);
--glass-border: rgba(245, 158, 11, 0.15);
--glass-border-dim:rgba(255,255,255,0.06);
--font-serif: 'Instrument Serif', Georgia, serif;
--font-sans: 'DM Sans', system-ui, -apple-system, sans-serif;
--font-mono: 'IBM Plex Mono', 'SF Mono', Consolas, monospace;
}
html { scroll-behavior: smooth; scroll-padding-top: 72px; -webkit-font-smoothing: antialiased; }
body { background: var(--obsidian); color: var(--bone); font-family: var(--font-sans); font-size: 16px; line-height: 1.6; overflow-x: hidden; }
::selection { background: rgba(245,158,11,0.3); color: var(--chalk); }
a { color: var(--orichalcum); text-decoration: none; transition: color 0.2s; }
a:hover { color: var(--orichalcum-glow); }
/* ── NAVIGATION ─────────────────────────────────────── */
.nav {
position: fixed; top: 0; left: 0; right: 0; z-index: 1000;
padding: 0 28px; height: 64px;
display: flex; align-items: center; justify-content: space-between;
background: rgba(10,10,15,0.55);
backdrop-filter: blur(20px) saturate(1.4);
-webkit-backdrop-filter: blur(20px) saturate(1.4);
border-bottom: 1px solid var(--glass-border);
transition: background 0.3s, box-shadow 0.3s;
}
.nav.scrolled { background: rgba(10,10,15,0.94); box-shadow: 0 4px 30px rgba(0,0,0,0.5); }
.nav-brand {
display: flex; align-items: center; gap: 10px;
font-family: var(--font-serif); font-size: 1.15rem;
color: var(--orichalcum); letter-spacing: 0.02em;
}
.nav-icon {
width: 30px; height: 30px; border-radius: 7px;
background: linear-gradient(135deg, var(--orichalcum), var(--orichalcum-deep));
display: flex; align-items: center; justify-content: center;
font-family: var(--font-serif); font-size: 13px; font-weight: 700;
color: var(--obsidian); letter-spacing: -0.5px;
}
.nav-links { display: flex; gap: 4px; list-style: none; }
.nav-links a {
display: block; padding: 6px 13px; border-radius: 8px;
font-size: 0.81rem; font-weight: 500; color: var(--smoke);
letter-spacing: 0.03em; transition: color 0.2s, background 0.2s;
}
.nav-links a:hover, .nav-links a.active { color: var(--orichalcum); background: rgba(245,158,11,0.08); }
.nav-links .sanctum-link {
color: var(--cyan) !important; background: rgba(0,229,255,0.07) !important;
border: 1px solid rgba(0,229,255,0.18); position: relative;
}
.nav-links .sanctum-link::after {
content: ''; position: absolute; top: 3px; right: 5px;
width: 5px; height: 5px; background: var(--cyan); border-radius: 50%;
box-shadow: 0 0 6px var(--cyan), 0 0 14px rgba(0,229,255,0.4);
animation: sanctum-pulse 2.2s ease-in-out infinite;
}
@keyframes sanctum-pulse {
0%,100%{ opacity:1; transform:scale(1); }
50%{ opacity:0.45; transform:scale(0.65); }
}
.nav-links .sanctum-link:hover { color: var(--cyan) !important; background: rgba(0,229,255,0.13) !important; border-color: rgba(0,229,255,0.35); box-shadow: 0 0 20px rgba(0,229,255,0.15); }
/* ── HERO ───────────────────────────────────────────── */
.hero {
position: relative; min-height: 100vh;
display: flex; flex-direction: column;
align-items: center; justify-content: center;
text-align: center; padding: 100px 24px 80px; overflow: hidden;
}
.hero-bg {
position: absolute; inset: 0;
background:
radial-gradient(ellipse 90% 55% at 50% 0%, rgba(245,158,11,0.07) 0%, transparent 60%),
radial-gradient(ellipse 60% 40% at 50% 100%, rgba(0,229,255,0.04) 0%, transparent 55%),
radial-gradient(ellipse 40% 30% at 20% 50%, rgba(167,139,250,0.03) 0%, transparent 50%),
var(--obsidian);
z-index: 0;
}
.rings-container {
position: absolute; top: 50%; left: 50%;
transform: translate(-50%, -50%);
z-index: 1; pointer-events: none;
}
.ring {
position: absolute; border-radius: 50%;
top: 50%; left: 50%;
transform: translate(-50%,-50%);
border: 1px solid rgba(245,158,11,0.08);
}
.ring:nth-child(1){ width:260px;height:260px; border-color:rgba(245,158,11,0.18); animation:ring-pulse 9s ease-in-out infinite; }
.ring:nth-child(2){ width:460px;height:460px; border-color:rgba(245,158,11,0.10); animation:ring-pulse 9s ease-in-out 1.2s infinite; }
.ring:nth-child(3){ width:660px;height:660px; border-color:rgba(0,229,255,0.07); animation:ring-pulse 9s ease-in-out 2.4s infinite; }
.ring:nth-child(4){ width:860px;height:860px; border-color:rgba(0,229,255,0.04); animation:ring-pulse 9s ease-in-out 3.6s infinite; }
.ring:nth-child(5){ width:1060px;height:1060px; border-color:rgba(167,139,250,0.03); animation:ring-pulse 9s ease-in-out 4.8s infinite; }
@keyframes ring-pulse {
0%,100%{ opacity:0.35; transform:translate(-50%,-50%) scale(1); }
50%{ opacity:1; transform:translate(-50%,-50%) scale(1.025); }
}
.ring::after {
content:''; position:absolute; inset:-1px; border-radius:50%;
background: conic-gradient(from 0deg, transparent 0%, rgba(0,229,255,0.025) 25%, transparent 50%, rgba(245,158,11,0.025) 75%, transparent 100%);
animation: ring-rotate 35s linear infinite;
}
@keyframes ring-rotate { to { transform: rotate(360deg); } }
.hero-content { position: relative; z-index: 2; }
.live-pill {
display: inline-flex; align-items: center; gap: 8px;
background: rgba(245,158,11,0.08);
border: 1px solid rgba(245,158,11,0.25);
border-radius: 20px; padding: 6px 18px;
font-size: 0.7rem; letter-spacing: 2.5px; text-transform: uppercase;
color: var(--orichalcum); margin-bottom: 32px;
font-family: var(--font-mono);
}
.live-dot { width: 7px; height: 7px; border-radius: 50%; background: var(--emerald); box-shadow: 0 0 8px var(--emerald), 0 0 16px rgba(52,211,153,0.4); animation: live-blink 2.5s ease-in-out infinite; }
@keyframes live-blink { 0%,100%{opacity:1;} 50%{opacity:0.3;} }
h1.atlas-title {
font-family: var(--font-serif);
font-size: clamp(80px, 14vw, 148px);
font-weight: 400; line-height: 0.9;
color: var(--chalk); letter-spacing: -3px;
margin-bottom: 28px;
}
.atlas-lore {
font-family: var(--font-serif); font-style: italic;
color: var(--smoke); font-size: 1.1rem;
margin: 0 auto 36px; max-width: 560px; line-height: 1.7;
}
.acronym-row { display: flex; justify-content: center; gap: 8px; flex-wrap: wrap; margin-bottom: 40px; }
.ap {
padding: 5px 14px; border-radius: 8px;
font-size: 0.72rem; font-weight: 700; letter-spacing: 0.5px;
font-family: var(--font-mono);
}
.ap-a { background: rgba(245,158,11,0.12); color: var(--orichalcum); border: 1px solid rgba(245,158,11,0.25); }
.ap-t { background: rgba(0,229,255,0.10); color: var(--cyan); border: 1px solid rgba(0,229,255,0.22); }
.ap-l { background: rgba(52,211,153,0.10); color: var(--emerald); border: 1px solid rgba(52,211,153,0.22); }
.ap-a2 { background: rgba(167,139,250,0.10); color: var(--violet); border: 1px solid rgba(167,139,250,0.22); }
.ap-s { background: rgba(248,113,113,0.10); color: var(--coral); border: 1px solid rgba(248,113,113,0.22); }
.stats-row {
display: flex; justify-content: center; gap: 40px; flex-wrap: wrap;
margin-bottom: 44px;
}
.stat-item { text-align: center; }
.stat-num {
display: block; font-family: var(--font-serif); font-size: 2.6rem;
color: var(--orichalcum); line-height: 1;
}
.stat-num.cyan { color: var(--cyan); }
.stat-num.emerald { color: var(--emerald); }
.stat-num.violet { color: var(--violet); }
.stat-label {
display: block; font-size: 0.67rem; letter-spacing: 2px; text-transform: uppercase;
color: var(--smoke); margin-top: 4px; font-weight: 600;
}
.hero-cta { display: flex; gap: 14px; justify-content: center; flex-wrap: wrap; }
.btn {
display: inline-flex; align-items: center; gap: 8px;
padding: 11px 24px; border-radius: 10px; font-weight: 600;
font-size: 0.85rem; transition: all 0.25s; cursor: pointer;
border: none; text-decoration: none;
}
.btn-primary {
background: linear-gradient(135deg, var(--orichalcum), var(--orichalcum-deep));
color: var(--obsidian);
}
.btn-primary:hover { transform: translateY(-2px); box-shadow: 0 8px 24px rgba(245,158,11,0.3); color: var(--obsidian); }
.btn-ghost {
background: rgba(255,255,255,0.05);
border: 1px solid rgba(255,255,255,0.1);
color: var(--bone);
}
.btn-ghost:hover { background: rgba(255,255,255,0.09); border-color: rgba(255,255,255,0.18); color: var(--chalk); transform: translateY(-2px); }
.btn-palace {
background: rgba(0,229,255,0.07);
border: 1px solid rgba(0,229,255,0.22);
color: var(--cyan);
}
.btn-palace:hover { background: rgba(0,229,255,0.14); box-shadow: 0 0 20px rgba(0,229,255,0.18); color: var(--cyan); transform: translateY(-2px); }
/* ── SECTIONS ───────────────────────────────────────── */
section { padding: 100px 0; position: relative; }
.container { max-width: 1300px; margin: 0 auto; padding: 0 28px; }
.section-eyebrow {
font-size: 0.68rem; letter-spacing: 3px; text-transform: uppercase;
color: var(--orichalcum); font-weight: 700; font-family: var(--font-mono);
margin-bottom: 14px; text-align: center;
}
.section-title {
font-family: var(--font-serif);
font-size: clamp(2.2rem, 5vw, 3.4rem);
color: var(--chalk); text-align: center;
margin-bottom: 16px; font-weight: 400;
}
.section-desc { color: var(--smoke); text-align: center; max-width: 640px; margin: 0 auto 60px; font-size: 1.0rem; line-height: 1.7; }
/* ── GLASS CARDS ────────────────────────────────────── */
.glass {
background: var(--glass-bg);
backdrop-filter: blur(12px);
-webkit-backdrop-filter: blur(12px);
border: 1px solid var(--glass-border);
border-radius: 16px;
}
.glass-light {
background: rgba(26,26,46,0.5);
border: 1px solid rgba(255,255,255,0.06);
border-radius: 12px;
}
/* ── SEVEN PILLARS / WINGS ──────────────────────────── */
#pillars { background: linear-gradient(180deg, var(--obsidian) 0%, var(--basalt) 50%, var(--obsidian) 100%); }
.pillars-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(340px, 1fr)); gap: 20px; }
.pillar-card {
padding: 28px 28px 24px;
border-left: 3px solid var(--orichalcum);
position: relative; overflow: hidden;
transition: transform 0.25s, box-shadow 0.25s;
}
.pillar-card:hover { transform: translateY(-3px); box-shadow: 0 12px 40px rgba(0,0,0,0.4); }
.pillar-card::before {
content: ''; position: absolute; inset: 0;
background: linear-gradient(135deg, rgba(245,158,11,0.04) 0%, transparent 60%);
pointer-events: none;
}
.pillar-num {
font-family: var(--font-serif); font-style: italic;
font-size: 3rem; color: rgba(245,158,11,0.15);
position: absolute; top: 16px; right: 20px; line-height: 1;
}
.pillar-icon { font-size: 1.7rem; margin-bottom: 12px; }
.pillar-name {
font-family: var(--font-serif); font-size: 1.25rem;
color: var(--chalk); margin-bottom: 8px; font-weight: 400;
}
.pillar-desc { font-size: 0.88rem; color: var(--smoke); line-height: 1.65; }
.pillar-tag {
display: inline-block; margin-top: 12px;
font-size: 0.68rem; font-family: var(--font-mono);
color: var(--orichalcum); background: rgba(245,158,11,0.1);
border: 1px solid rgba(245,158,11,0.2); border-radius: 6px;
padding: 2px 8px;
}
/* pillar color variants */
.pillar-card.p2 { border-left-color: var(--cyan); }
.pillar-card.p2::before { background: linear-gradient(135deg, rgba(0,229,255,0.04) 0%, transparent 60%); }
.pillar-card.p2 .pillar-tag { color: var(--cyan); background: rgba(0,229,255,0.08); border-color: rgba(0,229,255,0.2); }
.pillar-card.p3 { border-left-color: var(--emerald); }
.pillar-card.p3::before { background: linear-gradient(135deg, rgba(52,211,153,0.04) 0%, transparent 60%); }
.pillar-card.p3 .pillar-tag { color: var(--emerald); background: rgba(52,211,153,0.08); border-color: rgba(52,211,153,0.2); }
.pillar-card.p4 { border-left-color: var(--violet); }
.pillar-card.p4::before { background: linear-gradient(135deg, rgba(167,139,250,0.04) 0%, transparent 60%); }
.pillar-card.p4 .pillar-tag { color: var(--violet); background: rgba(167,139,250,0.08); border-color: rgba(167,139,250,0.2); }
.pillar-card.p5 { border-left-color: var(--coral); }
.pillar-card.p5::before { background: linear-gradient(135deg, rgba(248,113,113,0.04) 0%, transparent 60%); }
.pillar-card.p5 .pillar-tag { color: var(--coral); background: rgba(248,113,113,0.08); border-color: rgba(248,113,113,0.2); }
.pillar-card.p6 { border-left-color: var(--rust); }
.pillar-card.p6::before { background: linear-gradient(135deg, rgba(232,82,10,0.04) 0%, transparent 60%); }
.pillar-card.p6 .pillar-tag { color: var(--rust); background: rgba(232,82,10,0.08); border-color: rgba(232,82,10,0.2); }
.pillar-card.p7 { border-left-color: var(--orichalcum-glow); }
/* ── PALACE VIEWER ──────────────────────────────────── */
#palace { background: var(--basalt); }
.palace-header { text-align: center; margin-bottom: 20px; }
.palace-shell {
position: relative; border-radius: 20px; overflow: hidden;
border: 1px solid var(--glass-border);
background: rgba(10,10,15,0.85);
min-height: 560px;
}
#palace-canvas {
width: 100%; height: 560px; display: block;
cursor: grab;
}
#palace-canvas:active { cursor: grabbing; }
.palace-legend {
display: flex; flex-wrap: wrap; gap: 14px 24px;
justify-content: center; margin-top: 20px;
}
.legend-item {
display: flex; align-items: center; gap: 7px;
font-size: 0.78rem; color: var(--smoke); font-family: var(--font-mono);
}
.legend-dot { width: 10px; height: 10px; border-radius: 50%; }
.palace-controls {
display: flex; gap: 10px; justify-content: center; margin-top: 18px;
}
.palace-ctrl-btn {
padding: 7px 16px; border-radius: 8px;
background: rgba(255,255,255,0.05); border: 1px solid rgba(255,255,255,0.08);
color: var(--bone); font-size: 0.78rem; cursor: pointer;
transition: all 0.2s; font-family: var(--font-mono);
}
.palace-ctrl-btn:hover { background: rgba(245,158,11,0.12); border-color: rgba(245,158,11,0.25); color: var(--orichalcum); }
.palace-tooltip {
position: absolute; padding: 10px 14px; border-radius: 10px;
background: var(--glass-bg-heavy); border: 1px solid var(--glass-border);
backdrop-filter: blur(16px); pointer-events: none;
font-size: 0.82rem; color: var(--chalk); white-space: nowrap;
z-index: 10; display: none;
font-family: var(--font-mono);
}
.palace-tooltip .tt-name { color: var(--orichalcum); font-weight: 600; margin-bottom: 3px; }
.palace-tooltip .tt-desc { color: var(--smoke); font-size: 0.75rem; }
/* ── DISCOVERY FLYWHEEL ────────────────────────────── */
#discovery { background: var(--obsidian); }
.flywheel-container { display: grid; grid-template-columns: 1fr 1fr; gap: 40px; align-items: start; }
.flywheel-visual { position: relative; }
.flywheel-canvas { width: 100%; height: 380px; border-radius: 16px; overflow: hidden; background: rgba(10,10,15,0.6); border: 1px solid rgba(245,158,11,0.1); }
#flywheel-svg { width: 100%; height: 380px; }
.flywheel-steps { display: flex; flex-direction: column; gap: 14px; }
.fw-step {
display: flex; gap: 16px; align-items: flex-start;
padding: 18px 20px; border-radius: 12px;
background: rgba(26,26,46,0.5); border: 1px solid rgba(255,255,255,0.06);
transition: border-color 0.25s, background 0.25s;
}
.fw-step:hover { border-color: rgba(245,158,11,0.2); background: rgba(26,26,46,0.8); }
.fw-num {
min-width: 32px; height: 32px; border-radius: 8px;
display: flex; align-items: center; justify-content: center;
font-family: var(--font-serif); font-size: 1rem;
background: rgba(245,158,11,0.12); color: var(--orichalcum);
border: 1px solid rgba(245,158,11,0.25);
}
.fw-body .fw-title { font-weight: 600; color: var(--chalk); font-size: 0.92rem; margin-bottom: 3px; }
.fw-body .fw-desc { font-size: 0.82rem; color: var(--smoke); line-height: 1.55; }
.fw-code { font-family: var(--font-mono); font-size: 0.72rem; color: var(--orichalcum); background: rgba(245,158,11,0.08); border: 1px solid rgba(245,158,11,0.15); border-radius: 5px; padding: 1px 6px; margin-top: 5px; display: inline-block; }
/* ── CRATES ARCHITECTURE ────────────────────────────── */
#crates { background: linear-gradient(180deg, var(--basalt) 0%, var(--obsidian) 100%); }
.crates-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(230px, 1fr)); gap: 14px; }
.crate-card {
padding: 18px 18px 16px;
border-radius: 12px; background: rgba(18,18,26,0.8);
border: 1px solid rgba(255,255,255,0.06);
transition: all 0.22s; position: relative; overflow: hidden;
}
.crate-card:hover { transform: translateY(-3px); border-color: rgba(245,158,11,0.22); box-shadow: 0 8px 28px rgba(0,0,0,0.35); }
.crate-card::before { content:''; position:absolute; top:0; left:0; right:0; height:2px; }
.crate-card.cat-foundation::before { background: linear-gradient(90deg, var(--orichalcum), var(--orichalcum-deep)); }
.crate-card.cat-model::before { background: linear-gradient(90deg, var(--violet), var(--violet-dim)); }
.crate-card.cat-memory::before { background: linear-gradient(90deg, var(--cyan), var(--cyan-dim)); }
.crate-card.cat-validator::before { background: linear-gradient(90deg, var(--emerald), var(--emerald-dim)); }
.crate-card.cat-discovery::before { background: linear-gradient(90deg, var(--coral), var(--coral-dim)); }
.crate-card.cat-security::before { background: linear-gradient(90deg, var(--violet), #c084fc); }
.crate-card.cat-interface::before { background: linear-gradient(90deg, var(--smoke), #374151); }
.crate-name { font-family: var(--font-mono); font-size: 0.82rem; font-weight: 600; color: var(--chalk); margin-bottom: 6px; }
.crate-desc { font-size: 0.78rem; color: var(--smoke); line-height: 1.5; margin-bottom: 10px; }
.crate-tests {
font-family: var(--font-mono); font-size: 0.68rem;
color: var(--emerald); background: rgba(52,211,153,0.08);
border: 1px solid rgba(52,211,153,0.18); border-radius: 5px;
padding: 2px 7px; display: inline-block;
}
/* ── PAPERS ─────────────────────────────────────────── */
#papers { background: var(--obsidian); }
.papers-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 18px; }
.paper-card { padding: 24px; border-radius: 14px; transition: all 0.22s; }
.paper-card:hover { transform: translateY(-3px); box-shadow: 0 12px 40px rgba(0,0,0,0.35); }
.paper-venue {
font-size: 0.68rem; letter-spacing: 2px; text-transform: uppercase;
font-family: var(--font-mono); font-weight: 700; margin-bottom: 10px;
}
.paper-title { font-family: var(--font-serif); font-size: 1.05rem; color: var(--chalk); margin-bottom: 8px; font-weight: 400; line-height: 1.4; }
.paper-desc { font-size: 0.82rem; color: var(--smoke); line-height: 1.6; }
.paper-tag {
display: inline-block; margin-top: 12px;
font-size: 0.68rem; font-family: var(--font-mono);
border-radius: 5px; padding: 2px 8px;
}
/* ── VERSIONS TIMELINE ──────────────────────────────── */
#versions { background: var(--basalt); }
.timeline { position: relative; padding-left: 28px; }
.timeline::before { content:''; position:absolute; left:9px; top:0; bottom:0; width:1px; background: linear-gradient(180deg, var(--orichalcum) 0%, rgba(245,158,11,0.1) 100%); }
.tl-item { position: relative; margin-bottom: 32px; }
.tl-dot {
position: absolute; left: -23px; top: 4px;
width: 12px; height: 12px; border-radius: 50%;
background: var(--orichalcum); border: 2px solid var(--obsidian);
box-shadow: 0 0 8px rgba(245,158,11,0.5);
}
.tl-item.current .tl-dot { background: var(--emerald); box-shadow: 0 0 12px rgba(52,211,153,0.6); }
.tl-version { font-family: var(--font-mono); font-size: 0.78rem; color: var(--orichalcum); font-weight: 700; letter-spacing: 1px; margin-bottom: 4px; }
.tl-item.current .tl-version { color: var(--emerald); }
.tl-title { font-family: var(--font-serif); font-size: 1.1rem; color: var(--chalk); margin-bottom: 6px; font-weight: 400; }
.tl-desc { font-size: 0.83rem; color: var(--smoke); line-height: 1.6; }
.tl-badges { display: flex; flex-wrap: wrap; gap: 6px; margin-top: 10px; }
.tl-badge { font-size: 0.68rem; font-family: var(--font-mono); padding: 2px 8px; border-radius: 5px; background: rgba(255,255,255,0.05); border: 1px solid rgba(255,255,255,0.08); color: var(--smoke); }
.tl-badge.gold { background: rgba(245,158,11,0.1); border-color: rgba(245,158,11,0.2); color: var(--orichalcum); }
.tl-badge.green { background: rgba(52,211,153,0.1); border-color: rgba(52,211,153,0.2); color: var(--emerald); }
.tl-badge.cyan { background: rgba(0,229,255,0.1); border-color: rgba(0,229,255,0.2); color: var(--cyan); }
/* ── STATS ──────────────────────────────────────────── */
#stats { background: var(--obsidian); }
.stats-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 16px; margin-bottom: 48px; }
.stat-card {
padding: 28px 24px; text-align: center;
border-radius: 14px;
transition: transform 0.22s;
}
.stat-card:hover { transform: translateY(-3px); }
.stat-card .big-num {
font-family: var(--font-serif); font-size: 3rem;
line-height: 1; margin-bottom: 8px;
}
.stat-card .big-label { font-size: 0.72rem; letter-spacing: 2px; text-transform: uppercase; color: var(--smoke); font-weight: 600; }
.bench-table { width: 100%; border-collapse: collapse; font-size: 0.85rem; }
.bench-table th { padding: 10px 14px; text-align: left; font-size: 0.7rem; letter-spacing: 2px; text-transform: uppercase; color: var(--smoke); font-weight: 700; border-bottom: 1px solid rgba(255,255,255,0.06); font-family: var(--font-mono); }
.bench-table td { padding: 12px 14px; border-bottom: 1px solid rgba(255,255,255,0.04); }
.bench-table tr:last-child td { border-bottom: none; }
.bench-table .val { font-family: var(--font-mono); color: var(--orichalcum); font-weight: 700; font-size: 0.9rem; }
.bench-table .val.cyan { color: var(--cyan); }
.bench-table .val.emerald { color: var(--emerald); }
.bench-table .val.violet { color: var(--violet); }
/* ── INNER SANCTUM ──────────────────────────────────── */
#sanctum { background: linear-gradient(180deg, var(--obsidian) 0%, var(--basalt) 50%, var(--obsidian) 100%); position: relative; overflow: hidden; }
.sanctum-rings {
position: absolute; top: 50%; left: 50%;
transform: translate(-50%,-50%);
pointer-events: none; z-index: 0;
}
.sanctum-ring {
position: absolute; border-radius: 50%;
top: 50%; left: 50%; transform: translate(-50%,-50%);
border: 1px solid rgba(245,158,11,0.06);
animation: ring-pulse 10s ease-in-out infinite;
}
.sanctum-ring:nth-child(1){ width:200px;height:200px; border-color:rgba(245,158,11,0.12); animation-delay: 0s; }
.sanctum-ring:nth-child(2){ width:380px;height:380px; border-color:rgba(245,158,11,0.08); animation-delay: 1.5s; }
.sanctum-ring:nth-child(3){ width:560px;height:560px; border-color:rgba(0,229,255,0.06); animation-delay: 3s; }
.sanctum-ring:nth-child(4){ width:740px;height:740px; border-color:rgba(0,229,255,0.04); animation-delay: 4.5s; }
.sanctum-content { position: relative; z-index: 1; text-align: center; max-width: 680px; margin: 0 auto; }
.sanctum-sigil { font-size: 4rem; margin-bottom: 24px; line-height: 1; }
.sanctum-title { font-family: var(--font-serif); font-size: clamp(2rem, 5vw, 3rem); color: var(--chalk); margin-bottom: 16px; font-weight: 400; }
.sanctum-subtitle { font-family: var(--font-serif); font-style: italic; color: var(--orichalcum); font-size: 1.15rem; margin-bottom: 24px; }
.sanctum-lore { color: var(--smoke); font-size: 0.93rem; line-height: 1.75; margin-bottom: 36px; }
.sanctum-lore strong { color: var(--orichalcum); }
/* ── MCP TOOLS SECTION ──────────────────────────────── */
#mcp { background: var(--basalt); }
.mcp-grid { display: grid; grid-template-columns: repeat(auto-fill, minmax(280px, 1fr)); gap: 16px; }
.mcp-cat { padding: 22px; border-radius: 13px; }
.mcp-cat-title { font-size: 0.68rem; font-weight: 700; letter-spacing: 2px; text-transform: uppercase; font-family: var(--font-mono); margin-bottom: 14px; }
.mcp-tools { display: flex; flex-wrap: wrap; gap: 5px; }
.mcp-tool {
font-family: var(--font-mono); font-size: 0.7rem;
background: rgba(255,255,255,0.04); border: 1px solid rgba(255,255,255,0.07);
color: var(--smoke); padding: 3px 8px; border-radius: 5px;
}
/* ── FOOTER ─────────────────────────────────────────── */
footer {
border-top: 1px solid rgba(255,255,255,0.05);
padding: 40px 28px; text-align: center;
color: var(--smoke); font-size: 0.82rem;
}
footer .footer-brand { font-family: var(--font-serif); font-size: 1.3rem; color: var(--orichalcum); margin-bottom: 12px; }
footer .footer-links { display: flex; gap: 20px; justify-content: center; margin: 14px 0; flex-wrap: wrap; }
footer .footer-links a { color: var(--smoke); font-size: 0.8rem; }
footer .footer-links a:hover { color: var(--orichalcum); }
/* ── UTILITIES ──────────────────────────────────────── */
.divider { border: none; border-top: 1px solid rgba(255,255,255,0.05); margin: 0; }
.tag-row { display: flex; flex-wrap: wrap; gap: 8px; margin-top: 12px; }
.tag { font-size: 0.7rem; font-family: var(--font-mono); padding: 3px 9px; border-radius: 6px; }
.tag-gold { background: rgba(245,158,11,0.1); border: 1px solid rgba(245,158,11,0.2); color: var(--orichalcum); }
.tag-cyan { background: rgba(0,229,255,0.08); border: 1px solid rgba(0,229,255,0.18); color: var(--cyan); }
.tag-green { background: rgba(52,211,153,0.08); border: 1px solid rgba(52,211,153,0.18); color: var(--emerald); }
.tag-rust { background: rgba(232,82,10,0.08); border: 1px solid rgba(232,82,10,0.18); color: var(--rust); }
@media (max-width: 900px) {
.flywheel-container { grid-template-columns: 1fr; }
.flywheel-visual { display: none; }
}
@media (max-width: 700px) {
.stats-row { gap: 24px; }
.pillars-grid { grid-template-columns: 1fr; }
.nav-links { display: none; }
}
</style>
</head>
<body>
<!-- ════════════════════════════════════════════════════
NAVIGATION
════════════════════════════════════════════════════ -->
<nav class="nav" id="nav">
<div class="nav-brand">
<div class="nav-icon">At</div>
<span>ATLAS</span>
</div>
<ul class="nav-links">
<li><a href="#pillars">Seven Pillars</a></li>
<li><a href="#palace">Palace Viewer</a></li>
<li><a href="#discovery">Discovery</a></li>
<li><a href="#crates">Architecture</a></li>
<li><a href="#papers">Papers</a></li>
<li><a href="#stats">Stats</a></li>
<li><a href="#sanctum" class="sanctum-link">🏛 Inner Sanctum</a></li>
</ul>
</nav>
<!-- ════════════════════════════════════════════════════
HERO
════════════════════════════════════════════════════ -->
<section class="hero" id="overview">
<div class="hero-bg"></div>
<div class="rings-container">
<div class="ring"></div>
<div class="ring"></div>
<div class="ring"></div>
<div class="ring"></div>
<div class="ring"></div>
</div>
<div class="hero-content">
<div class="live-pill">
<span class="live-dot"></span>
v1.0.1 · SmolLM2-1.7B Inference Live · 383/383 Tests
</div>
<h1 class="atlas-title">ATLAS</h1>
<p class="atlas-lore">
Don't train on what humans wrote about the world.<br>
Train on what you actually <em>discover</em> about the world.<br>
Validate what you claim. Own what you build.
</p>
<div class="acronym-row">
<span class="ap ap-a">A — Active-inference</span>
<span class="ap ap-t">T — Training</span>
<span class="ap ap-l">L — with Learned</span>
<span class="ap ap-a2">A — Adaptive</span>
<span class="ap ap-s">S — Stigmergy</span>
</div>
<div class="stats-row">
<div class="stat-item">
<span class="stat-num">383</span>
<span class="stat-label">Tests Passing</span>
</div>
<div class="stat-item">
<span class="stat-num cyan">20</span>
<span class="stat-label">Crates</span>
</div>
<div class="stat-item">
<span class="stat-num emerald">0</span>
<span class="stat-label">External Deps</span>
</div>
<div class="stat-item">
<span class="stat-num violet">28</span>
<span class="stat-label">MCP Tools</span>
</div>
</div>
<div class="hero-cta">
<a href="https://github.com/web3guru888/ATLAS" class="btn btn-primary" target="_blank">
◆ View on GitHub
</a>
<a href="#palace" class="btn btn-palace">
🏛 Enter the Palace
</a>
<a href="#discovery" class="btn btn-ghost">
↓ Discovery Flywheel
</a>
</div>
</div>
</section>
<!-- ════════════════════════════════════════════════════
SEVEN PILLARS
════════════════════════════════════════════════════ -->
<section id="pillars">
<div class="container">
<p class="section-eyebrow">Seven Wings of Knowledge</p>
<h2 class="section-title">The Seven Pillars</h2>
<p class="section-desc">Each pillar is an architectural innovation. Together, they form an intelligence that improves itself by discovering the world — not by reading what others wrote about it.</p>
<div class="pillars-grid">
<div class="pillar-card glass">
<div class="pillar-num">I</div>
<div class="pillar-icon">🏛️</div>
<div class="pillar-name">GraphPalace Memory</div>
<div class="pillar-desc">Pheromone-weighted persistent knowledge palace. Semantic A* pathfinding with HNSW approximate search. 5-type pheromone system — exploitation, exploration, success, traversal, recency.</div>
<div class="pillar-tag">atlas-palace · 28 MCP tools · MMAS ceiling</div>
</div>
<div class="pillar-card glass p2">
<div class="pillar-num">II</div>
<div class="pillar-icon">🧬</div>
<div class="pillar-name">Morphic Warm-Start</div>
<div class="pillar-desc">O(1/√T) cross-run convergence — mathematically proven. Cumulative regret drops from 189 → 57 steps over 80 generations. R² = 0.982, p < 10⁻³⁰. Knowledge compounds across sessions.</div>
<div class="pillar-tag" style="color:var(--cyan);background:rgba(0,229,255,0.08);border-color:rgba(0,229,255,0.2);">BUTTERS · O(1/√T) proven</div>
</div>
<div class="pillar-card glass p3">
<div class="pillar-num">III</div>
<div class="pillar-icon">🐜</div>
<div class="pillar-name">Stigmergic RLVR</div>
<div class="pillar-desc">r_total = α·r_verifiable + β·r_pheromone. Pheromone decay prevents reward hacking. MMAS ceiling stops saturation (arXiv:2604.00067). Training guided by stigmergic ant-colony intelligence.</div>
<div class="pillar-tag">pheromone reward · decay gates</div>
</div>
<div class="pillar-card glass p4">
<div class="pillar-num">IV</div>
<div class="pillar-icon">🔭</div>
<div class="pillar-name">Active Inference Data Gen</div>
<div class="pillar-desc">Palace cold spots direct ASTRA to fill knowledge gaps autonomously. OODA loop: Observe → Orient → Decide → Act. ~8K LOC, NASA/WHO/World Bank/ArXiv APIs, ~86K quality examples/month.</div>
<div class="pillar-tag">atlas-astra · ~10s/cycle · LiveDiscoveryCorpus</div>
</div>
<div class="pillar-card glass p5">
<div class="pillar-num">V</div>
<div class="pillar-icon">🔐</div>
<div class="pillar-name">ZK Knowledge Claims</div>
<div class="pillar-desc">Schnorr proof chain from LLM output to raw API data. Hallucinations have broken proof trails — cryptographically verifiable. Groth16 interface-identical to the BLS12-381 system in asi-build.</div>
<div class="pillar-tag">atlas-zk · Schnorr · Groth16 interface</div>
</div>
<div class="pillar-card glass p6">
<div class="pillar-num">VI</div>
<div class="pillar-icon">📡</div>
<div class="pillar-name">LiveDiscoveryCorpus</div>
<div class="pillar-desc">ASTRA's output as a living training dataset. 5 quality gates: causal validity, confidence threshold, novelty check, pheromone alignment, ZK proof. Zero stale or duplicated information.</div>
<div class="pillar-tag">atlas-corpus · 5 gates · pheromone sampler</div>
</div>
<div class="pillar-card glass p7">
<div class="pillar-num">VII</div>
<div class="pillar-icon">⚖️</div>
<div class="pillar-name">TRM-CausalValidator</div>
<div class="pillar-desc">7M-param recursive validator: z = net(x,y,z) × 6 recursions. <10ms causal graph pass/fail. Quality Gate 6. Generates Type 5 training traces. Samsung SAIL architecture (arXiv:2510.04871).</div>
<div class="pillar-tag" style="color:var(--orichalcum-glow);background:rgba(251,191,36,0.08);border-color:rgba(251,191,36,0.2);">atlas-trm · 7M params · <10ms</div>
</div>
</div>
</div>
</section>
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PALACE VIEWER
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<section id="palace">
<div class="container">
<p class="section-eyebrow">Inner Sanctum · Architectural Graph</p>
<h2 class="section-title">The Memory Palace</h2>
<p class="section-desc">Twenty crates, one coherent system. Each node is a palace room. Each edge is a dependency. Pheromone trails glow brightest where the greatest discoveries flow.</p>
<div class="palace-shell">
<canvas id="palace-canvas"></canvas>
<div class="palace-tooltip" id="palace-tooltip">
<div class="tt-name" id="tt-name">–</div>
<div class="tt-desc" id="tt-desc">–</div>
</div>
</div>
<div class="palace-legend">
<div class="legend-item"><div class="legend-dot" style="background:#f59e0b"></div>Foundation</div>
<div class="legend-item"><div class="legend-dot" style="background:#a78bfa"></div>Model</div>
<div class="legend-item"><div class="legend-dot" style="background:#00e5ff"></div>Memory & MCP</div>
<div class="legend-item"><div class="legend-dot" style="background:#34d399"></div>Validator</div>
<div class="legend-item"><div class="legend-dot" style="background:#f87171"></div>Discovery</div>
<div class="legend-item"><div class="legend-dot" style="background:#c084fc"></div>Security</div>
<div class="legend-item"><div class="legend-dot" style="background:#6b7280"></div>Interface</div>
</div>
<div class="palace-controls">
<button class="palace-ctrl-btn" id="btn-reset">⟳ Reset</button>
<button class="palace-ctrl-btn" id="btn-pulse">✦ Pulse</button>
<button class="palace-ctrl-btn" id="btn-orbit">◎ Orbit</button>
</div>
</div>
</section>
<!-- ════════════════════════════════════════════════════
DISCOVERY FLYWHEEL
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<section id="discovery">
<div class="container">
<p class="section-eyebrow">ASTRA OODA Engine</p>
<h2 class="section-title">The Discovery Flywheel</h2>
<p class="section-desc">Every 10 seconds, ATLAS discovers something real. The flywheel never stops — palace cold spots direct ASTRA to fill gaps, validated findings become training data, pheromones guide the next cycle.</p>
<div class="flywheel-container">
<div class="flywheel-visual">
<div class="flywheel-canvas">
<svg id="flywheel-svg" viewBox="0 0 400 380"></svg>
</div>
</div>
<div class="flywheel-steps">
<div class="fw-step">
<div class="fw-num">1</div>
<div class="fw-body">
<div class="fw-title">Cold Spots → Target</div>
<div class="fw-desc">Palace maps knowledge density. Cold spots = unexplored domains. ASTRA receives directed queries to fill gaps.</div>
<span class="fw-code">cold_spots() → query targets</span>
</div>
</div>
<div class="fw-step">
<div class="fw-num">2</div>
<div class="fw-body">
<div class="fw-title">Live API Discovery</div>
<div class="fw-desc">NASA POWER, WHO GHO, World Bank, ArXiv. PC/FCI causal inference, Bayesian confidence scoring, Granger causality.</div>
<span class="fw-code">atlas discover --cycles 5</span>
</div>
</div>
<div class="fw-step">
<div class="fw-num">3</div>
<div class="fw-body">
<div class="fw-title">Quality Gate Gauntlet</div>
<div class="fw-desc">5 quality gates + TRM recursive validation. Gate 6 is the causal validator — only verified discoveries enter the corpus.</div>
<span class="fw-code">TRM: z = net(x,y,z) × 6</span>
</div>
</div>
<div class="fw-step">
<div class="fw-num">4</div>
<div class="fw-body">
<div class="fw-title">ZK Proof Chain</div>
<div class="fw-desc">Schnorr proof attached. Every training example has a cryptographic chain from LLM output to raw API response.</div>
<span class="fw-code">atlas prove --claim "..."</span>
</div>
</div>
<div class="fw-step">
<div class="fw-num">5</div>
<div class="fw-body">
<div class="fw-title">Pheromone Deposit</div>
<div class="fw-desc">Validated paths get pheromone deposits. MMAS ceiling prevents saturation. Next cycle gravitates toward proven discovery routes.</div>
<span class="fw-code">deposit_pheromones(path, reward)</span>
</div>
</div>
<div class="fw-step">
<div class="fw-num">6</div>
<div class="fw-body">
<div class="fw-title">SFT Training</div>
<div class="fw-desc">LoRA adapters, gradient accumulation, QLoRA compression, safetensors checkpoints. Pheromone sampler weights training batches by discovery quality.</div>
<span class="fw-code">atlas train --corpus corpus.json</span>
</div>
</div>
</div>
</div>
</div>
</section>
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CRATES ARCHITECTURE
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<section id="crates">
<div class="container">
<p class="section-eyebrow">Pure Rust · Zero External Dependencies</p>
<h2 class="section-title">20 Crates, One System</h2>
<p class="section-desc">The SQLite principle applied to AI infrastructure. Every billion-parameter transformer starts with <code style="font-family:var(--font-mono);font-size:0.85rem;color:var(--orichalcum)">pub struct Tensor { data: Vec<f32>, shape: Vec<usize> }</code></p>
<div class="crates-grid">
<!-- Foundation -->
<div class="crate-card cat-foundation">
<div class="crate-name">atlas-core</div>
<div class="crate-desc">Error types, traits, config. The seed of everything.</div>
<span class="crate-tests">✓ foundation</span>
</div>
<div class="crate-card cat-foundation">
<div class="crate-name">atlas-tensor</div>
<div class="crate-desc">f32 Tensor + CUDA FFI. matmul.cu, attention.cu, quant.cu via raw extern "C".</div>
<span class="crate-tests">✓ Tesla T4 sm_75</span>
</div>
<div class="crate-card cat-foundation">
<div class="crate-name">atlas-grad</div>
<div class="crate-desc">Autograd tape, VJPs for matmul/relu/add, backward() pass.</div>
<span class="crate-tests">✓ stage 1</span>
</div>
<div class="crate-card cat-foundation">
<div class="crate-name">atlas-optim</div>
<div class="crate-desc">AdamW + weight decay, CosineScheduler with warmup, grad clipping.</div>
<span class="crate-tests">✓ 50 steps: loss 0.038</span>
</div>
<div class="crate-card cat-foundation">
<div class="crate-name">atlas-quant</div>
<div class="crate-desc">INT4/INT8 quantization, QLoRA, LoRA adapters (rank=8, alpha=16). 7.1× compression.</div>
<span class="crate-tests">✓ 7.1× compression</span>
</div>
<!-- Model -->
<div class="crate-card cat-model">
<div class="crate-name">atlas-model</div>
<div class="crate-desc">RMSNorm, RoPE, SwiGLU, GQA, safetensors loader. OLMo 3 1B + LLaMA 3.2 configs.</div>
<span class="crate-tests">✓ 1.24B params</span>
</div>
<div class="crate-card cat-model">
<div class="crate-name">atlas-tokenize</div>
<div class="crate-desc">GPT-2 BPE tokenizer, merge-table loader, encode/decode roundtrip.</div>
<span class="crate-tests">✓ roundtrip</span>
</div>
<!-- Memory -->
<div class="crate-card cat-memory">
<div class="crate-name">atlas-palace</div>
<div class="crate-desc">5-type pheromone system, MMAS ceiling, A* semantic pathfinding, HNSW ANN, Active Inference agents, 5 archetypes.</div>
<span class="crate-tests">✓ 304K ins/s</span>
</div>
<div class="crate-card cat-memory">
<div class="crate-name">atlas-mcp</div>
<div class="crate-desc">MCP server, JSON-RPC 2.0, 28 palace tools over stdin/stdout, bearer token auth.</div>
<span class="crate-tests">✓ 28 tools</span>
</div>
<!-- Validator -->
<div class="crate-card cat-validator">
<div class="crate-name">atlas-trm</div>
<div class="crate-desc">TRM-CausalValidator. z = net(x,y,z) × 6 recursions. 7M params, <10ms. Quality Gate 6.</div>
<span class="crate-tests">✓ <10ms</span>
</div>
<div class="crate-card cat-validator">
<div class="crate-name">atlas-causal</div>
<div class="crate-desc">PC algorithm, Fisher-Z independence test, FCI, Granger causality, B-H FDR, CUSUM.</div>
<span class="crate-tests">✓ pure Rust</span>
</div>
<div class="crate-card cat-validator">
<div class="crate-name">atlas-bayes</div>
<div class="crate-desc">BetaPrior, BayesNetwork, BIC model comparison. Confidence scoring for discovery pipeline.</div>
<span class="crate-tests">✓ BIC compare</span>
</div>
<!-- Discovery -->
<div class="crate-card cat-discovery">
<div class="crate-name">atlas-astra</div>
<div class="crate-desc">OODA discovery engine, ~8K LOC. NASA/WHO/World Bank/ArXiv, hypothesis lifecycle.</div>
<span class="crate-tests">✓ ~10s/cycle</span>
</div>
<div class="crate-card cat-discovery">
<div class="crate-name">atlas-corpus</div>
<div class="crate-desc">LiveDiscoveryCorpus, 5 quality gates, pheromone sampler, SFT trainer, LoRA, grad-accum.</div>
<span class="crate-tests">✓ 9.7K steps/s</span>
</div>
<div class="crate-card cat-discovery">
<div class="crate-name">atlas-http</div>
<div class="crate-desc">HTTP/1.1 via raw libc syscalls, TLS, connection pooling, retry. Zero external deps.</div>
<span class="crate-tests">✓ no reqwest</span>
</div>
<div class="crate-card cat-discovery">
<div class="crate-name">atlas-json</div>
<div class="crate-desc">Recursive-descent JSON parser, zero-copy string interning. No serde dependency.</div>
<span class="crate-tests">✓ no serde</span>
</div>
<!-- Security -->
<div class="crate-card cat-security">
<div class="crate-name">atlas-zk</div>
<div class="crate-desc">Schnorr proofs, ProvenanceChain. SHA-256 (FIPS 180-4) + HMAC-SHA256, Groth16 interface.</div>
<span class="crate-tests">✓ ZK provenance</span>
</div>
<div class="crate-card cat-security">
<div class="crate-name">atlas-safety</div>
<div class="crate-desc">5-state FSM: BOOT→NOMINAL→DEGRADED→SAFE_MODE→EMERGENCY_STOP. CircuitBreaker, audit trail.</div>
<span class="crate-tests">✓ 11 tests</span>
</div>
<div class="crate-card cat-security">
<div class="crate-name">atlas-bridge</div>
<div class="crate-desc">Rings↔Ethereum ZK bridge interface. Groth16Claim on every tx. Sepolia-compatible.</div>
<span class="crate-tests">✓ 0xBf6a13… Sepolia</span>
</div>
<!-- Interface -->
<div class="crate-card cat-interface">
<div class="crate-name">atlas-cli</div>
<div class="crate-desc">Full pipeline binary: discover · train · eval · prove · palace · status · bench · mcp serve</div>
<span class="crate-tests">✓ 383 tests total</span>
</div>
</div>
<div class="tag-row" style="justify-content:center;margin-top:28px;">
<span class="tag tag-gold">20 crates</span>
<span class="tag tag-rust">Zero external Rust deps</span>
<span class="tag tag-cyan">3 CUDA kernels</span>
<span class="tag tag-green">sm_75 Tesla T4 validated</span>
<span class="tag tag-gold">Apache 2.0</span>
</div>
</div>
</section>
<!-- ════════════════════════════════════════════════════
MCP TOOLS
════════════════════════════════════════════════════ -->
<section id="mcp">
<div class="container">
<p class="section-eyebrow">Model Context Protocol</p>
<h2 class="section-title">28 Palace Tools</h2>
<p class="section-desc">atlas-mcp exposes the full GraphPalace memory engine via JSON-RPC 2.0 over stdin/stdout. Any MCP-compatible agent can navigate, search, and deposit pheromones.</p>
<div class="mcp-grid">
<div class="mcp-cat glass" style="border-color:rgba(0,229,255,0.2);">
<div class="mcp-cat-title" style="color:var(--cyan)">🧭 Palace Navigation (8)</div>
<div class="mcp-tools">
<span class="mcp-tool" style="color:var(--cyan);border-color:rgba(0,229,255,0.15)">palace_search</span>
<span class="mcp-tool">palace_navigate</span>
<span class="mcp-tool">palace_path</span>
<span class="mcp-tool">palace_status</span>
<span class="mcp-tool">palace_list_rooms</span>
<span class="mcp-tool">palace_list_wings</span>
<span class="mcp-tool">palace_name</span>
<span class="mcp-tool">palace_similarity</span>
</div>
</div>
<div class="mcp-cat glass" style="border-color:rgba(245,158,11,0.2);">
<div class="mcp-cat-title" style="color:var(--orichalcum)">📦 Palace Operations (5)</div>
<div class="mcp-tools">
<span class="mcp-tool" style="color:var(--orichalcum);border-color:rgba(245,158,11,0.15)">palace_add_wing</span>
<span class="mcp-tool">palace_add_room</span>
<span class="mcp-tool">palace_add_drawer</span>
<span class="mcp-tool">palace_save</span>
<span class="mcp-tool">palace_export</span>
</div>
</div>
<div class="mcp-cat glass" style="border-color:rgba(52,211,153,0.2);">
<div class="mcp-cat-title" style="color:var(--emerald)">📊 Knowledge Graph (7)</div>
<div class="mcp-tools">
<span class="mcp-tool" style="color:var(--emerald);border-color:rgba(52,211,153,0.15)">kg_add</span>
<span class="mcp-tool">kg_add_temporal</span>
<span class="mcp-tool">kg_add_confidence</span>
<span class="mcp-tool">kg_query</span>
<span class="mcp-tool">kg_contradict</span>
<span class="mcp-tool">kg_invalidate</span>
<span class="mcp-tool">kg_find_similar</span>
</div>
</div>
<div class="mcp-cat glass" style="border-color:rgba(167,139,250,0.2);">
<div class="mcp-cat-title" style="color:var(--violet)">🐜 Stigmergy (5)</div>
<div class="mcp-tools">
<span class="mcp-tool" style="color:var(--violet);border-color:rgba(167,139,250,0.15)">pheromone_deposit</span>
<span class="mcp-tool">pheromone_decay</span>
<span class="mcp-tool">pheromone_hot_paths</span>
<span class="mcp-tool">pheromone_cold_spots</span>
<span class="mcp-tool">pheromone_build_graph</span>
</div>
</div>
<div class="mcp-cat glass" style="border-color:rgba(248,113,113,0.2);">
<div class="mcp-cat-title" style="color:var(--coral)">📖 Agent Diary (3)</div>
<div class="mcp-tools">
<span class="mcp-tool" style="color:var(--coral);border-color:rgba(248,113,113,0.15)">agent_create</span>
<span class="mcp-tool">diary_write</span>
<span class="mcp-tool">diary_read</span>
</div>
</div>
</div>
</div>
</section>
<!-- ════════════════════════════════════════════════════
PAPERS
════════════════════════════════════════════════════ -->
<section id="papers">
<div class="container">
<p class="section-eyebrow">Research Strategy</p>
<h2 class="section-title">Six Papers</h2>
<p class="section-desc">ATLAS is not just software — it is a research programme. Each paper contributes a distinct scientific claim, targeting the top venues in ML and security.</p>
<div class="papers-grid">
<div class="paper-card glass" style="border-left: 3px solid var(--orichalcum);">
<div class="paper-venue" style="color:var(--orichalcum)">EMNLP 2026 · Paper 1</div>
<div class="paper-title">ATLAS Architecture + LiveDiscoveryCorpus</div>
<div class="paper-desc">Introducing the full ATLAS system: active-inference training on real causal discoveries from live APIs. First training paradigm where the curriculum is never stale.</div>
<span class="paper-tag" style="background:rgba(245,158,11,0.1);border:1px solid rgba(245,158,11,0.2);color:var(--orichalcum);">core architecture</span>
</div>
<div class="paper-card glass" style="border-left: 3px solid var(--cyan);">