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Princeton University
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WorldTrace redefines memory management in video world models, achieving up to 19.5% better episodic recall without any retraining.
A real-time generative world model can synthesize complex driving scenarios that traditional simulators struggle to capture, enabling safer and more effective evaluation of autonomous vehicle policies.
Fast weight models can now achieve significantly better long-context performance thanks to a new RL training framework that moves beyond next-token prediction.