With automated proof-checkers, a problem can be broken up into small chunks, solved bit-by-bit, then reassembled with confidence that every piece is correct. For some, this heralds a new area in ...
Adaptive Cold-Start Stage: construct multimodal and textual reasoning examples with trace lengths scaled to task difficulty, so the model learns a notion of difficulty awareness. Empirical results ...
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