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UCLA's PTTS Gives AI Parallel Reasoning Branches Separate Plans, Gaining 13.4 Points

A planner-executor framework that coordinates parallel reasoning branches instead of independent sampling, lifting pass@64 on math benchmarks by up to 13.4 points.

UCLA's PTTS Gives AI Parallel Reasoning Branches Separate Plans, Gaining 13.4 Points
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AlphaSignal
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AlphaSignal Newsroom
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A planner-executor framework that coordinates parallel reasoning branches instead of independent sampling, lifting pass@64 on math benchmarks by up to 13.4 points.

Reporting is indexed from AlphaSignal. Rights remain with the original publisher and cited sources.

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