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By focusing on applications like AI-generated ad creatives, the framework enables self-interested LLM agents to influence joint outputs through strategic bidding while maintaining computational efficiency and incentive compatibility. a word or phrase) as a decision point where LLM agents bid to influence the next token’s selection.
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