Generative Recursive Reasoning

In three linesGRAM (Generative Recursive reAsoning Models) extends recursive reasoning models by replacing deterministic latent trajectories with probabilistic multi-trajectory computation. Trained with amortized variational inference, GRAM outperforms recurrent and recursive baselines on structured reasoning and multi-solution constraint satisfaction tasks.

Summary generated by Claude — human-verified