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Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

40 upvotes · 17 JUL 2026 · Runmao Yao, Kairui Hu, Yukang Cao et al.

This paper introduces a benchmark to evaluate video generation models' ability to reason about physical laws, which is crucial for creating reliable world simulators. Practitioners caring about developing more realistic and physically intelligent AI models will find this research valuable.

video generationphysical intelligencelaw-grounded reasoningclassical mechanicsscientific reasoningworld models