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2026-04-07Add protocol decision-utility ablation tableYurenHao0426
Builds on the 5-method audit JSON. For each method, evaluates 7 reporting strategies (S0=acc only, S1=+Γ field standard, S2-S5=+single diagnostic, S_full=full protocol), and emits the verdict each strategy would have reached. Result: 3 of 5 methods (DFA/SB/CB) are walked back by S_full but NOT by S1. Each of (a)scale, (b)floor, (d)frozen is independently sufficient for binary detection of those 3 failures. Diagnostic (c)stability adds sub-mode discrimination (drift vs noise) but not new positive detections. This is the §3 protocol decision-utility evidence.
2026-04-07Add audit table example: protocol applied to BP/DFA/SB/CB/EPYurenHao0426
5-method audit table on 4-block d=256 ResMLP CIFAR-10 seed 42: - BP: trustworthy (acc 0.615, h_L=2e2, g_L=4e-4, stab 0.099) - DFA: walked back via (a)+(b)+(d) — h_L=4e8, g_L=4e-9, undercuts frozen - State Bridge: walked back via all 4 diagnostics — stability 0.992 is the cleanest possible drift-dominated case - Credit Bridge: walked back via all 4 — stability 0.352, also drift mode - EP: trustworthy (acc 0.359, h_L=3e3, g_L=2e-4, stab -0.036) — paper's internal control case This is the §2 audit evidence for the main-track paper. Confirms that standard headline acc + Γ silently fails on 3 of 5 methods on this architecture, while the 4-diagnostic protocol catches all three.