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Physis-Lang

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Machine Heart
Machine Heart
Oct 9, 2026 · Artificial Intelligence

NVIDIA Physis-Lang: Language-Driven Physics for Realistic Video Generation

NVIDIA, MIT, and Oxford researchers propose Physis-Lang, a framework that embeds detailed physical reasoning into language captions for video generation, using a self-evolving benchmark and language-guided data retrieval to achieve state-of-the-art results on physics benchmarks, surpassing Veo 3.1 on three of four tests.

NVIDIAPhysCapBenchPhysis-Lang
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NVIDIA Physis-Lang: Language-Driven Physics for Realistic Video Generation