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Address official 5 claims: Claim1 Thm3.3 (1-b)^-2 init amplification, Claim4 Thm3.5 inertia horizon (1-b)^-1 + high-prob, Claim5 linear/logistic/MLP experiments; render claim-4/claim-5 in manifest; add 3 verify scripts