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Long-horizon agents can now achieve GPT-6 Astra and Claude Opus-level performance on complex tasks by learning from dense, progressive rewards derived from latent world specifications.
Explicitly modeling shared world states in multi-agent settings can drastically enhance video generation quality and logical consistency.
Unlocking video generation in any temporal order, UniTemp enables innovative workflows like bidirectional extensions and visual story generation without sacrificing performance.
