FIELD NOTES TOPIC

decision theory

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  1. Revealed Rationality: Label-Free Evaluation and Regularization from Representation Theorems

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    The paper proposes using representation theorems in decision theory to evaluate and regulate Large Language Models (LLMs) and other AI systems. The 'if and only if' structure allows for axiom compliance checks from the…