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Replace shared-KL dose matching and the truth-over-approval proxy with a short validated honesty axis, method-specific dose walks, disjoint Daily Dilemmas splits, and exact hook reporting.\n\nCo-Authored-By: PI/OpenAI <288921227+claudypoo@users.noreply.github.com>