Even without RL, separating decisions from execution improves long-horizon inference

anirudhg9119 · x · 2026-10-14

An ablation finding from the thread: even before any training, separating research decisions from execution and curating their context improves long-horizon inference. Models explore more diverse families of approaches and find better solutions in both theorem proving and architecture hill climbing.

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