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The open levels of AI puzzles provide the complete materials needed to solve the problem: strong numerical evidence, known failed paths, relevant files, and a machine-checkable success criterion.
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10/25/2026
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UnverifiedDimensions for measuring the value of AI using open problems include whether the model finds proof paths that humans have not yet considered and whether it can autonomously identify the key structure of a problem79% similarUnverifiedSolvers of the open levels of AI puzzles are credited, including the agents and models used, recorded in the next version of the paper, forming a traceable contribution attribution mechanism.79% similarUnverifiedThe AI puzzles dataset is published on HuggingFace, the highest-level puzzles are publicly discussed on MathOverflow, and experts are already testing constructions at the highest level.76% similarUnverifiedAI puzzles are a new evaluation format between a benchmark and an open-problem list, proposed by researcher Jarek Duda, built with the aperiodic order research field as a pilot to construct a tiered, ladder-style puzzle set.76% similarUnverifiedAI 自动化变现的关键在于将解决方案与可量化的关键指标挂钩并积累多个可复现的案例背书75% similar
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