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Concept-based counterfactual explanations no longer need to choose between speed and accuracy: U-CECE dynamically adjusts the complexity of concept representations to provide the best explanation for the available compute.
LLMs that appear strategically savvy in standard games often crumble when faced with slight rule changes, suggesting they're mimicking rather than truly reasoning.