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Reasoning Core, a collection of 50 generators spanning mathematics, logic, planning, state tracking, formal languages, structured data, games, causality, and code, is introduced, with semantic scorers, difficulty controls, and task evaluators.
This work constructs paired modal problems with identical premises and conjecture but different frame or domain conditions; automated reasoning verifies opposite labels and releases the formulas, oracle artifacts, countermodels, and responses.
CrisBench, a 1,200-question benchmark of lifecycle reasoning that combines a controlled formal setting with programs executed against Cordis, a runtime that manages component dependencies and cleanup, and asks models to identify affected components, predict state after a specified teardown order, and determine which co...
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