Budget Boundary Effects in Test-Time Mathematical Reasoning
This work measures the boundary choice of a test-time controller to choose between stopping at the cap (strict) and allowing the current attempt to finish (advisory) with paired offline replays of public traces of AIME, BrUMO and HMMT problems and two archive configurations of one model.
Gui-Lin Zhang, Zi-Qi Tan, Wu-Lan Guo et al.
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