Research papers · Posted 2026.07.08 · Publication / acceptance: author-reported

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators

Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators

Overview

The authors propose an admissibility ladder for learned world models used as test oracles. Driving-model comparisons illustrate why visual fidelity alone cannot establish action-following credibility for closed-loop assurance evidence.

Publication and version information

Publication, acceptance or venue information is author-reported on arXiv. The exact source wording is preserved below.

Author-supplied source information

Author-supplied information on arXiv.

Accepted at RSS 2026 Workshop on Robot World Models

Version: arXiv v1 — manuscript revision

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