Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds

Dong Zhang

Current large-language-model (LLM) physics benchmarks are usually scored by answer accuracy, which cannot distinguish genuine reasoning from recall of familiar problem patterns and…