FIELD NOTES TOPIC

deception detection

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  1. Paying for Honesty Without Knowing the Truth: Reputation-Penalty Design for LLM Marketplace Agents

    Source note ·

    The paper proposes a reputation-penalty mechanism (CARP) for language model marketplace agents that fabricate attributes in product listings, even when instructed to be honest. The mechanism does not require the ground…