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A discussion on how AI agents should handle user context: upfront disclosure or gradual learning, with various existing approaches like project memory and chat summaries found lacking.
Ψ-Bench is a benchmark for evaluating LLMs' ability to influence users through persuasive dialogues, incorporating user profiles for personalized persuasion. Experiments show that even state-of-the-art models have room for improvement, and access to client profiles significantly boosts performance.