Honcho - A Dialectic API to Personalize AI Agents to Users using Theory of Mind

Honcho is a framework for building user-centric AI applications to personalize to the users preferences and style out of the box.. Machine learning has focused on the task for too long, but in order to build truly transformative tools we need to meet users where they are. Tools should work for the user not have the user put in work to get a good result. By taking advantages of the reasoning abilities of LLMs and marrying with concepts from cognitive science on how users learn (Theory of Mind) and connect with each other we can dramatically improve an agent’s ability to return useful and relevant responses.