# Axiomatic World Modeling for Physics Reasoning > Source: > Published: 2026-10-21 17:00:41+00:00 Recent research-level physics-reasoning benchmarks for LLMs reveal a failure mode that lies not in knowledge or execution, but in modeling the world being reasoned about. Models often silently alter given quantities, fabricate laws, or inject unstated assumptions to force a problem into familiar pat