| <meta charset='utf-8'><style>body{font-family:system-ui;background:#071826;color:#f8fafc;padding:28px}.g{display:grid;grid-template-columns:repeat(3,1fr);gap:14px}.c{background:#0d2b3d;border:1px solid #38bdf8;border-radius:12px;padding:18px}b{color:#7dd3fc}</style><h1>Gradient-flow DRO audit</h1><div class='g'><div class='c'><b>6/6 exact v1 claims</b><p>Six algorithms, flow time, two rates, CIFAR robustness and half bridge.</p></div><div class='c'><b>18/18 gates</b><p>75 flow cells, 48 complexity cells and nine exact Gibbs bridges.</p></div><div class='c'><b>Rate drift exposed</b><p>Current revision is pinned separately and never substituted for v1.</p></div></div> |