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| <h1>Gradient-variation bandit optimization — exact source and mechanism audit</h1> | |
| <p class="warn">Claim 1 is literally mismatched: source Theorem 1 is two-point with prior d², not one-point with prior d³.</p> | |
| <section class="grid"><div class="card"><div class="n">224</div>rate cells</div><div class="card"><div class="n">9/9</div>Table-1 cells</div><div class="card"><div class="n">120</div>coordinate histories</div><div class="card"><div class="n">100</div>exact estimator instances</div><div class="card"><div class="n">360+360</div>fixed-point/control cells</div><div class="card"><div class="n">17/17</div>scientific gates</div></section> | |
| <p>Uniform sampling: max normalized gap <code>2.3585</code>. Biased-control inflation: at least <code>7.90×</code>. Estimator error: <code>3.78e-15</code>.</p> | |
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