Research
Research plans
Help AI adapt as people change.
Agents for long-term interaction
Build agents that update their memories, understand how people change, and choose when and how to help.
Foundation models & training
Design training objectives and feedback that teach models to adapt their help, then test them with new users and situations.
Evaluations & controlled studies
Compare models and ways of helping: how well tasks get done, and what people can still do without AI.