Unverified50% confidenceFactExact time
The sole persistently winning task is highly sensitive to the answer extraction method.
1
Sources
50%
Confidence
Long-term
Relevance
9/30/2026
First Seen
Sources
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Related Claims
UnverifiedReproduction tasks with clear answers and open-ended exploration that involves proposing questions from scratch are not entirely equivalent in terms of difficulty dimensions.70% similarUnverifiedFor tasks with homogeneous skill composition and relatively dense feedback, the value of fine-grained reward decomposition is limited.69% similarUnverifiedEvaluation methods that look only at the final answer (answer-only) count invalid execution processes as successes.67% similarUnverifiedThere is a methodological difference between being able to solve a problem with appropriate prompting and reliably solving it under competition conditions, since human contestants have only one attempt.65% similarUnverifiedThe limitation of RAG is that it can only passively retrieve information, cannot decompose complex tasks, and only supports a single-question-and-answer mode.65% similar
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