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Welcome to our collaborative second brain.
Here you'll find our blog posts, "Extrusions" newsletter, evergreen notes, and public research. And if you like, you can engage with the ideas directly on GitHub.
Plastic Labs is a research-driven company working at the intersection of human and machine learning. Our current project is Honcho, a user context management solution for AI-powered applications.
We believe that by re-centering LLM app development around the user we can unlock a rich landscape of deeply personalized, autonomous agents.
It’s our mission to realize this future.
Blog
Honcho; User Context Management for LLM Apps
Theory-of-Mind Is All You Need
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