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Welcome to our collaborative second brain. We're a research and development company working at the intersection of human and machine learning.
Our first product was Bloom -- a subversive learning companion. On this journey, we realized AI tools need a framework for securely and privately handling the intimate data required to unlock deeply personalized, autonomous agents.
It’s our mission to realize this future.
Blog
Honcho; User Context Management for LLM Apps
blog/Theory-of-Mind Is All You Need
blog/Open-Sourcing Tutor-GPT
Extrusions
Notes
Honcho name lore
Metacognition in LLMs is inference about inference
The machine learning industry is too focused on general task performance
Research
Violation of Expectation Reduces Theory-of-Mind Prediction Error in Large Language Models