Claude spots broken physics in AI videos, fixes them with CFD and finite-element verification

OfirPress · x · 2026-10-27

A demo called Video 2 Physics feeds AI-generated videos with broken physics to Claude Opus 5.5. The model measures what went wrong, solves the real physics using CFD and rod mechanics, cross-checks it with an independent finite-element solver, then renders the corrected result back into the same scene. OfirPress called it a promising new benchmark idea: testing video generation and agents on physical correctness.

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