PaperAgent
Jun 1, 2026 · Artificial Intelligence
Bengio’s New Parallel Multi‑Trajectory Reasoning Paradigm
The article introduces GRAM (Generative Recursive Reasoning Models), a parallel multi‑trajectory inference framework that replaces deterministic single‑track recursion with stochastic latent transitions and width scaling, achieving state‑of‑the‑art results on Sudoku‑Extreme, ARC‑AGI, N‑Queens and Graph Coloring benchmarks.
GRAMGenerative Recursive ReasoningYoshua Bengio
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