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50 lines
1.8 KiB
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50 lines
1.8 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.
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Here you'll find our blog posts, ["Extrusions" newsletter](https://plasticlabs.typeform.com/extrusions), [Honcho release notes](https://plasticlabs.typeform.com/honchoupdates), 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://honcho.dev), a user context management solution for AI-powered applications.
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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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[[User State is State of the Art]]
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[[Memories for All]]
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[[Honcho; User Context Management for LLM Apps|Honcho: User Context Management for LLM Apps]]
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[[Theory of Mind Is All You Need]]
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[[Open Sourcing Tutor-GPT]]
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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/abs/2310.06983)
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## Evergreen Notes
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[[LLMs excel at theory of mind because they read]]
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[[Loose theory of mind imputations are superior to verbatim response predictions]]
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[[Honcho name lore]]
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[[Human-AI chat paradigm hamstrings the space of possibility]]
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[[LLM Metacognition is inference about inference]]
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[[Machine learning is fixated on task performance]]
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## Extrusions
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[[extrusions/Extrusion 01.24|Extrusion 01.24]]
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([Subscribe](https://plasticlabs.typeform.com/extrusions))
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## Release Notes
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[[Release Notes 02.23.24]]
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[[Release Notes 02.15.24]]
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[[Release Notes 02.08.24]]
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[[Release Notes 02.01.24]]
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([Subscribe](https://plasticlabs.typeform.com/honchoupdates))
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