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Publish MSNN exact native reproduction
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<!doctype html><meta charset="utf-8"><style>body{font-family:system-ui;background:#0f172a;color:#f8fafc;padding:28px}.grid{display:grid;grid-template-columns:repeat(3,1fr);gap:14px}.card{background:#1e293b;border:1px solid #38bdf8;border-radius:12px;padding:18px}b{color:#86efac}</style><h1>MSNN: direct theorem, table, and algorithm audit</h1><div class="grid"><div class="card"><b>-0.473</b><p>Native RMSE slope across K=1..32.</p></div><div class="card"><b>33/33</b><p>Scientific gates pass twice, byte-identically.</p></div><div class="card"><b>5 verified + 1 falsified</b><p>Every registered claim directly resolved.</p></div></div>