Research shows predicting internal latent representations yields exponentially better sample efficiency than next-token prediction on structured benchmarks

Many users praised the paper on latent prediction for exponential data efficiency gains over tokens, calling the hierarchical approach an obvious yet underexplored path that yields fresh insights into faster learning.

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