Impersona-env released as a proof of concept for training personalized AI assistants

The developer released impersona-env, a proof-of-concept reinforcement-learning environment built from user models. They say assistants can ask simulated users questions and use their feedback to refine their understanding of personal preferences. Evaluating those models across users and applications, handling long-term personal data and protecting privacy remain open questions, the developer says.