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Amortizing planning in latent world models leads to an order-of-magnitude reduction in planning time while boosting success rates across multiple benchmarks.
Explicitly inferring mental states under uncertainty leads to more thoughtful dialogue than unrestricted information access, challenging conventional wisdom in AI interactions.
