Redesign org card: dark premium theme
Browse files
README.md
CHANGED
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@@ -7,176 +7,405 @@ sdk: static
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pinned: false
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---
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<
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</div>
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</div>
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-
<
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<p style="color: #444; line-height: 1.7; margin: 0;">
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Inmodel Labs is a small non-profit team researching and building open AI systems.
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Our work sits at the intersection of <strong>agentic AI</strong>, <strong>application security</strong>,
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and <strong>adaptive learning</strong>. We believe the best way to
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hard, real-world environments — and measure what happens.
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</p>
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</
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<!-- Projects -->
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<
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<
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<div style="display: flex; align-items: flex-start; gap: 16px;">
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<div style="font-size: 2rem; line-height: 1;">🛡️</div>
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<div>
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<
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Agents must discover hidden source files and identify vulnerabilities across three difficulty
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levels — built for the <strong>Meta PyTorch OpenEnv Hackathon</strong>.
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</p>
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<div>
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<span
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<span
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<span style="background: #f3f4f6; color: #374151; font-size: 0.74rem; font-weight: 600;
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padding: 3px 8px; border-radius: 9999px;">Python · JavaScript</span>
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</div>
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</div>
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</div>
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</div>
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<div style="display: flex; align-items: flex-start; gap: 16px;">
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<div style="font-size: 2rem; line-height: 1;">🎓</div>
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<div>
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<
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<p
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An AI-powered ed-tech platform for students aged 14–22.
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</p>
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<div>
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<span
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<span
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<span style="background: #f3f4f6; color: #374151; font-size: 0.74rem; font-weight: 600;
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padding: 3px 8px; border-radius: 9999px;">Next.js · TypeScript</span>
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</div>
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</div>
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</div>
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</div>
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</
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<!-- Baseline Results -->
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<
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<
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<p
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meta-llama/Llama-3.3-70B-Instruct</code>
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</p>
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<table style="width: 100%; border-collapse: collapse; font-size: 0.9rem;">
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<thead>
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<tr
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<th
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<th
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<th
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</tr>
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</thead>
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<tbody>
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<tr>
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<td
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</td>
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<td style="padding: 10px 14px; border-bottom: 1px solid #f3f4f6; color: #16a34a;">Easy</td>
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<td style="padding: 10px 14px; border-bottom: 1px solid #f3f4f6; font-weight: 700;">0.883</td>
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</tr>
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<tr>
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<td
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</td>
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<td style="padding: 10px 14px; border-bottom: 1px solid #f3f4f6; color: #d97706;">Medium</td>
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<td style="padding: 10px 14px; border-bottom: 1px solid #f3f4f6; font-weight: 700;">0.500</td>
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</tr>
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<tr>
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<td
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</td>
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<td style="padding: 10px 14px; color: #dc2626;">Hard</td>
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<td style="padding: 10px 14px; font-weight: 700;">0.512</td>
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</tr>
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</tbody>
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</table>
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</
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<!-- Team -->
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<
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<div
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<a href="https://huggingface.co/Nitishkumar-ai"
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border-radius:10px; padding:12px 18px; text-decoration:none; color:inherit;
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background:#fff; flex: 1; min-width: 180px;">
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<span style="font-size:1.6rem;">👤</span>
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<div>
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<div
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<div
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</div>
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</a>
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<div
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<span style="font-size:1.6rem;">👤</span>
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<div>
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<div
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<div
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</div>
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</div>
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<div
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<span style="font-size:1.6rem;">👤</span>
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<div>
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<div
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<div
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</div>
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</div>
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</div>
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</
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<!-- Footer -->
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<div
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</div>
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</div>
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pinned: false
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---
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<style>
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* { box-sizing: border-box; margin: 0; padding: 0; }
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body, .card-root {
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background: #07070f;
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color: #e2e8f0;
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font-family: 'Inter', system-ui, -apple-system, sans-serif;
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}
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.card-root {
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max-width: 820px;
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margin: 0 auto;
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padding: 0 0 48px;
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}
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/* ── Hero ── */
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.hero {
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position: relative;
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padding: 64px 40px 52px;
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text-align: center;
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overflow: hidden;
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border-bottom: 1px solid rgba(255,255,255,0.06);
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}
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.hero::before {
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content: '';
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position: absolute;
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inset: 0;
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background:
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radial-gradient(ellipse 70% 60% at 50% -10%, rgba(109,40,217,0.35) 0%, transparent 70%),
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radial-gradient(ellipse 40% 40% at 80% 80%, rgba(59,130,246,0.12) 0%, transparent 60%);
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pointer-events: none;
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}
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.hero-label {
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display: inline-block;
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font-size: 0.7rem;
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font-weight: 700;
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letter-spacing: 0.15em;
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text-transform: uppercase;
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color: #a78bfa;
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border: 1px solid rgba(167,139,250,0.3);
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border-radius: 9999px;
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padding: 4px 14px;
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margin-bottom: 20px;
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}
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.hero h1 {
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font-size: 2.6rem;
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font-weight: 800;
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letter-spacing: -0.02em;
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line-height: 1.1;
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background: linear-gradient(135deg, #ffffff 0%, #c4b5fd 50%, #818cf8 100%);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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background-clip: text;
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margin-bottom: 16px;
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}
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.hero p {
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font-size: 1rem;
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color: #94a3b8;
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max-width: 500px;
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margin: 0 auto 28px;
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line-height: 1.7;
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}
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.pill-row { display: flex; justify-content: center; gap: 8px; flex-wrap: wrap; }
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.pill {
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font-size: 0.72rem;
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font-weight: 600;
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padding: 4px 12px;
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border-radius: 9999px;
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border: 1px solid;
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}
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.pill-purple { color: #c4b5fd; border-color: rgba(196,181,253,0.25); background: rgba(109,40,217,0.15); }
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.pill-blue { color: #93c5fd; border-color: rgba(147,197,253,0.25); background: rgba(59,130,246,0.12); }
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.pill-green { color: #86efac; border-color: rgba(134,239,172,0.25); background: rgba(34,197,94,0.10); }
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.pill-amber { color: #fcd34d; border-color: rgba(252,211,77,0.25); background: rgba(245,158,11,0.10); }
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/* ── Section wrapper ── */
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.section { padding: 40px 40px 0; }
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.section-title {
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font-size: 0.7rem;
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font-weight: 700;
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letter-spacing: 0.12em;
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text-transform: uppercase;
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color: #6366f1;
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margin-bottom: 20px;
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}
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/* ── About ── */
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.about-text {
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color: #94a3b8;
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line-height: 1.8;
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font-size: 0.95rem;
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}
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.about-text strong { color: #e2e8f0; font-weight: 600; }
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/* ── Project cards ── */
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.projects { display: flex; flex-direction: column; gap: 14px; }
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.project-card {
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background: rgba(255,255,255,0.03);
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border: 1px solid rgba(255,255,255,0.07);
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border-radius: 14px;
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padding: 22px 24px;
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display: flex;
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gap: 18px;
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align-items: flex-start;
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transition: border-color 0.2s;
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}
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.project-card:hover { border-color: rgba(167,139,250,0.3); }
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.project-card.purple { border-left: 3px solid #7c3aed; }
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.project-card.green { border-left: 3px solid #059669; }
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.project-icon { font-size: 1.8rem; line-height: 1; flex-shrink: 0; margin-top: 2px; }
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.project-name {
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font-size: 0.95rem;
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font-weight: 700;
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color: #e2e8f0;
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margin-bottom: 6px;
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text-decoration: none;
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}
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a.project-name:hover { color: #c4b5fd; }
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.project-desc {
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font-size: 0.875rem;
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color: #64748b;
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line-height: 1.65;
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margin-bottom: 12px;
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}
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.tag-row { display: flex; gap: 6px; flex-wrap: wrap; }
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| 135 |
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.tag {
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font-size: 0.7rem;
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font-weight: 600;
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background: rgba(255,255,255,0.04);
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}
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/* ── Results table ── */
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.results-table {
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color: #94a3b8;
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}
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.results-table tr:last-child td { border-bottom: none; }
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.score { font-weight: 700; color: #e2e8f0; font-variant-numeric: tabular-nums; }
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.diff-easy { color: #4ade80; font-weight: 600; }
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.diff-medium { color: #fb923c; font-weight: 600; }
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.diff-hard { color: #f87171; font-weight: 600; }
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code {
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font-family: 'JetBrains Mono', 'Fira Code', ui-monospace, monospace;
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font-size: 0.78rem;
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border-radius: 5px;
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color: #c4b5fd;
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.table-note {
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font-size: 0.78rem;
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color: #475569;
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margin-bottom: 14px;
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}
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+
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+
/* ── Team ── */
|
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.team-grid { display: flex; gap: 12px; flex-wrap: wrap; }
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.team-card {
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background: rgba(255,255,255,0.03);
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|
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background: linear-gradient(135deg, #6d28d9, #4f46e5);
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justify-content: center;
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font-size: 0.8rem;
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font-weight: 700;
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color: #fff;
|
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flex-shrink: 0;
|
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}
|
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.team-name { font-weight: 600; font-size: 0.875rem; color: #e2e8f0; }
|
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.team-handle { font-size: 0.75rem; color: #475569; margin-top: 2px; }
|
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+
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/* ── Divider ── */
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.divider {
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height: 1px;
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margin: 40px 40px 0;
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/* ── Footer ── */
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.footer {
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padding: 28px 40px 0;
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display: flex;
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font-size: 0.78rem;
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color: #334155;
|
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|
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.footer-links { display: flex; gap: 16px; }
|
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.footer-link {
|
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font-size: 0.78rem;
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display: flex;
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gap: 6px;
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transition: color 0.2s;
|
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|
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.footer-link:hover { color: #a78bfa; }
|
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.footer-link svg { opacity: 0.7; }
|
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+
</style>
|
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+
|
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<div class="card-root">
|
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+
|
| 253 |
+
<!-- Hero -->
|
| 254 |
+
<div class="hero">
|
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+
<div class="hero-label">Non-profit · Open Research</div>
|
| 256 |
+
<h1>Inmodel Labs</h1>
|
| 257 |
+
<p>Building AI agents and tools that work in the real world — from code security review to adaptive education.</p>
|
| 258 |
+
<div class="pill-row">
|
| 259 |
+
<span class="pill pill-purple">Reinforcement Learning</span>
|
| 260 |
+
<span class="pill pill-blue">Agentic AI</span>
|
| 261 |
+
<span class="pill pill-red" style="color:#fca5a5;border-color:rgba(252,165,165,0.25);background:rgba(239,68,68,0.10);">AppSec</span>
|
| 262 |
+
<span class="pill pill-amber">Ed-Tech</span>
|
| 263 |
+
<span class="pill pill-green">Open Source</span>
|
| 264 |
</div>
|
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</div>
|
| 266 |
|
| 267 |
+
<!-- About -->
|
| 268 |
+
<div class="section">
|
| 269 |
+
<div class="section-title">About</div>
|
| 270 |
+
<p class="about-text">
|
| 271 |
+
Inmodel Labs is a small <strong>non-profit team</strong> researching and building open AI systems.
|
|
|
|
|
|
|
| 272 |
Our work sits at the intersection of <strong>agentic AI</strong>, <strong>application security</strong>,
|
| 273 |
+
and <strong>adaptive learning</strong>. We believe the best way to advance AI is to put it inside
|
| 274 |
+
hard, real-world environments — and measure what actually happens.
|
| 275 |
</p>
|
| 276 |
+
</div>
|
| 277 |
+
|
| 278 |
+
<div class="divider"></div>
|
| 279 |
|
| 280 |
<!-- Projects -->
|
| 281 |
+
<div class="section">
|
| 282 |
+
<div class="section-title">Featured Projects</div>
|
| 283 |
+
<div class="projects">
|
| 284 |
|
| 285 |
+
<div class="project-card purple">
|
| 286 |
+
<div class="project-icon">🛡️</div>
|
|
|
|
|
|
|
| 287 |
<div>
|
| 288 |
+
<a class="project-name" href="https://huggingface.co/inmodel/open-env">
|
| 289 |
+
OpenEnv — Code Security Review
|
| 290 |
+
</a>
|
| 291 |
+
<p class="project-desc">
|
| 292 |
+
A reinforcement learning environment for training AI agents on real-world AppSec triage.
|
| 293 |
+
Agents discover hidden source files and identify vulnerabilities across three difficulty levels.
|
| 294 |
+
Built for the <strong style="color:#c4b5fd;">Meta PyTorch OpenEnv Hackathon</strong>.
|
|
|
|
|
|
|
| 295 |
</p>
|
| 296 |
+
<div class="tag-row">
|
| 297 |
+
<span class="tag">RL Environment</span>
|
| 298 |
+
<span class="tag">Security</span>
|
| 299 |
+
<span class="tag">Python</span>
|
| 300 |
+
<span class="tag">JavaScript</span>
|
|
|
|
|
|
|
| 301 |
</div>
|
| 302 |
</div>
|
| 303 |
</div>
|
|
|
|
| 304 |
|
| 305 |
+
<div class="project-card green">
|
| 306 |
+
<div class="project-icon">🎓</div>
|
|
|
|
|
|
|
| 307 |
<div>
|
| 308 |
+
<div class="project-name">EduAI — Adaptive Learning Platform</div>
|
| 309 |
+
<p class="project-desc">
|
| 310 |
+
An AI-powered ed-tech platform for students aged 14–22. Handwritten test review via OCR,
|
| 311 |
+
AI tutor chatbot, flashcard generation, personalized study schedules, live classes,
|
| 312 |
+
and gamification to keep learners engaged.
|
| 313 |
</p>
|
| 314 |
+
<div class="tag-row">
|
| 315 |
+
<span class="tag">Ed-Tech</span>
|
| 316 |
+
<span class="tag">Agentic AI</span>
|
| 317 |
+
<span class="tag">Next.js</span>
|
| 318 |
+
<span class="tag">TypeScript</span>
|
|
|
|
|
|
|
| 319 |
</div>
|
| 320 |
</div>
|
| 321 |
</div>
|
| 322 |
+
|
| 323 |
</div>
|
| 324 |
+
</div>
|
| 325 |
+
|
| 326 |
+
<div class="divider"></div>
|
| 327 |
|
| 328 |
<!-- Baseline Results -->
|
| 329 |
+
<div class="section">
|
| 330 |
+
<div class="section-title">OpenEnv Baseline Results</div>
|
| 331 |
+
<p class="table-note">Evaluated with <code>meta-llama/Llama-3.3-70B-Instruct</code></p>
|
| 332 |
+
<table class="results-table">
|
|
|
|
|
|
|
|
|
|
| 333 |
<thead>
|
| 334 |
+
<tr>
|
| 335 |
+
<th>Task</th>
|
| 336 |
+
<th>Difficulty</th>
|
| 337 |
+
<th>Score</th>
|
| 338 |
</tr>
|
| 339 |
</thead>
|
| 340 |
<tbody>
|
| 341 |
<tr>
|
| 342 |
+
<td><code>python-off-by-one</code></td>
|
| 343 |
+
<td><span class="diff-easy">Easy</span></td>
|
| 344 |
+
<td><span class="score">0.883</span></td>
|
|
|
|
|
|
|
| 345 |
</tr>
|
| 346 |
<tr>
|
| 347 |
+
<td><code>js-idor-auth</code></td>
|
| 348 |
+
<td><span class="diff-medium">Medium</span></td>
|
| 349 |
+
<td><span class="score">0.500</span></td>
|
|
|
|
|
|
|
| 350 |
</tr>
|
| 351 |
<tr>
|
| 352 |
+
<td><code>python-pickle-deserialization</code></td>
|
| 353 |
+
<td><span class="diff-hard">Hard</span></td>
|
| 354 |
+
<td><span class="score">0.512</span></td>
|
|
|
|
|
|
|
| 355 |
</tr>
|
| 356 |
</tbody>
|
| 357 |
</table>
|
| 358 |
+
</div>
|
| 359 |
+
|
| 360 |
+
<div class="divider"></div>
|
| 361 |
|
| 362 |
<!-- Team -->
|
| 363 |
+
<div class="section">
|
| 364 |
+
<div class="section-title">Team</div>
|
| 365 |
+
<div class="team-grid">
|
| 366 |
+
<a class="team-card" href="https://huggingface.co/Nitishkumar-ai">
|
| 367 |
+
<div class="avatar">NK</div>
|
|
|
|
|
|
|
|
|
|
| 368 |
<div>
|
| 369 |
+
<div class="team-name">Nitish Kumar</div>
|
| 370 |
+
<div class="team-handle">@Nitishkumar-ai</div>
|
| 371 |
</div>
|
| 372 |
</a>
|
| 373 |
+
<div class="team-card">
|
| 374 |
+
<div class="avatar">DB</div>
|
|
|
|
| 375 |
<div>
|
| 376 |
+
<div class="team-name">Divyank Bhardwaj</div>
|
| 377 |
+
<div class="team-handle">Member</div>
|
| 378 |
</div>
|
| 379 |
</div>
|
| 380 |
+
<div class="team-card">
|
| 381 |
+
<div class="avatar">MV</div>
|
|
|
|
| 382 |
<div>
|
| 383 |
+
<div class="team-name">Marella Venkata Deepak</div>
|
| 384 |
+
<div class="team-handle">Member</div>
|
| 385 |
</div>
|
| 386 |
</div>
|
| 387 |
</div>
|
| 388 |
+
</div>
|
| 389 |
+
|
| 390 |
+
<div class="divider"></div>
|
| 391 |
|
| 392 |
<!-- Footer -->
|
| 393 |
+
<div class="footer">
|
| 394 |
+
<div class="footer-left">© 2025 Inmodel Labs · Non-profit</div>
|
| 395 |
+
<div class="footer-links">
|
| 396 |
+
<a class="footer-link" href="https://github.com/inmodel">
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| 397 |
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| 398 |
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</svg>
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GitHub
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| 401 |
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</a>
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<a class="footer-link" href="https://x.com/NIT_Stark0">
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<path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-4.714-6.231-5.401 6.231H2.744l7.737-8.835L1.254 2.25H8.08l4.253 5.622 5.911-5.622zm-1.161 17.52h1.833L7.084 4.126H5.117z"/>
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X / Twitter
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