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#width–depth tradeoff

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Tong Zheng, Chengsong Huang et al.Feb 3arXiv

Parallel-Probe is a simple add-on that lets many AI “thought paths” think at once but stop early when they already agree.

#parallel thinking#2D probing#consensus-based early stopping