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Most video world models fail basic physics tests, with even the best models exhibiting significant physical inconsistencies across mechanics, optics, and fluids.
SelfDR achieves high-quality recommendations by distilling reasoning from the same LLM, cutting computational costs without sacrificing performance.
GEO Defender slashes the success rate of malicious generative optimizations from over 50% to just 6%, all while preserving the integrity of benign content.