Calibrated for Which Policy? Conformal Uncertainty for Fixed World Models Under Intervention
arXiv:2610.35877v1 Announce Type: new Abstract: Changing a deployment policy can invalidate a world model's uncertainty while leaving the physical transition mechanism and predictor unchanged. For one-step prediction, if source and target laws share the conditional mechanism $P(Y|X)=Q(Y|X)$, then t…
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- 2026-10-28 04:00 · arXiv cs.LG
Calibrated for Which Policy? Conformal Uncertainty for Fixed World Models Under Intervention