Preprint
Aug 2026
Explicit State Elicitation Is Not Enough: A Controlled Audit of Memory-Policy Classification
Family-level and seed-stability analyses show that example-level accuracy overstates counterfactual consistency: complete four-way family success is rare, and an exploratory follow-up that elicits decomposed semantic evidence fails to improve routing for the cleanly evaluated endpoint.
Yihang Chen, Pinyan Qian, Su Wang et al.
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