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30 lines
1.2 KiB
Markdown
30 lines
1.2 KiB
Markdown
---
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title: Home
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enableToc: false
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---
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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](https://github.com/plastic-labs/blog) on GitHub.
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Plastic Labs is a research-driven company working at the intersection of human and machine learning. Our current project is [Honcho](https://github.com/plastic-labs/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.
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It’s our mission to realize this future.
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## Blog
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[[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]]
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[[blog/Theory-of-Mind Is All You Need]]
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[[blog/Open-Sourcing Tutor-GPT]]
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## Extrusions
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[[extrusions/Extrusion 01.24|Extrusion 01.24]]
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## Notes
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[[Honcho name lore]]
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[[Metacognition in LLMs is inference about inference]]
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[[The machine learning industry is too focused on general task performance]]
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## Research
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[Violation of Expectation Reduces Theory-of-Mind Prediction Error in Large Language Models](https://arxiv.org/pdf/2310.06983.pdf)
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