Active Inference · Paper · 2026

Active Inference Power Suite: Conditional Statistical Power under Controlled Generative Settings

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Statistical power is an investigator-facing operating characteristic of an adaptive-study design. Before simulation, the investigator fixes an agent-side model, evaluator-side process, testing setting, policy, and replication plan. Each embedded agent acts only on visible history; simulated hidden truth is retained for scoring. active inference power makes that conditional estimand inspectable...

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