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canonical_url: "https://aidr.today/e7e7740b?lang=en"
title: "NVIDIA Researchers Introduce Physis-Lang: Self-Evolving Physical Language That Lifts Cosmos 3 Past Veo 3.1 on Physics Benchmarks"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
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published_at: "2026-09-30T07:32:34.000Z"
category: "Research"
topics: ["nvidia","llm"]
source_urls: ["https://www.marktechpost.com/2026/09/30/nvidia-researchers-introduce-physis-lang-self-evolving-physical-language-that-lifts-cosmos-3-past-veo-3-1-on-physics-benchmarks/"]
summary: "Video world models can render convincing clips that still break physics. Butter spreads like paint. Balls pass through walls. A team from NVIDIA, MIT and the University of Oxford argues the fix can come from language itself, not from extra visual, latent or numerical signals. Their framework, Physis-Lang, treats physical language as a shared, optimizable […] The post NVIDIA Researchers Introduce Physis-Lang: Self-Evolving Physical Language That Lifts Cosmos 3 Past Veo 3.1 on Physics Benchmarks appeared first on MarkTechPost ."
---

# NVIDIA Researchers Introduce Physis\-Lang: Self\-Evolving Physical Language That Lifts Cosmos 3 Past Veo 3\.1 on Physics Benchmarks

> [Open the canonical story](<https://aidr.today/e7e7740b?lang=en>)

**Published:** 2026-09-30T07:32:34.000Z
**Category:** Research
**Topics:** nvidia, llm

## Summary

Video world models can render convincing clips that still break physics\. Butter spreads like paint\. Balls pass through walls\. A team from NVIDIA, MIT and the University of Oxford argues the fix can come from language itself, not from extra visual, latent or numerical signals\. Their framework, Physis\-Lang, treats physical language as a shared, optimizable \[…\] The post NVIDIA Researchers Introduce Physis\-Lang: Self\-Evolving Physical Language That Lifts Cosmos 3 Past Veo 3\.1 on Physics Benchmarks appeared first on MarkTechPost \.

## Sources

- [Story source](<https://www.marktechpost.com/2026/09/30/nvidia-researchers-introduce-physis-lang-self-evolving-physical-language-that-lifts-cosmos-3-past-veo-3-1-on-physics-benchmarks/>)