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Standard RL rollouts can effectively provide world modeling supervision, leading to significant performance gains in language agents.
Distilling black-box video generators into autoregressive models doesn't require teacher scores or complex alignment鈥攋ust cleverly paired rollouts and a discriminator.
Autoregressive Transformers can now generate modular 3D assets from text, opening new avenues for UGC and professional 3D content creation.
