Batched moves let GPT-6 plan 10-20 steps ahead, cutting 3B tokens to 350M
patience_cave · x · 2026-09-07
MazeBench allowed GPT-6 Astra to submit moves in batches instead of one per turn. The model consistently planned 10-20 moves ahead, collapsing 3 billion tokens into 350M. On the Klotski puzzle, batched Astra solved it 3x cheaper but took 60% longer to think.
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