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release notes 02.01.24
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Welcome to our collaborative second brain.
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Welcome to our collaborative second brain.
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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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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://github.com/plastic-labs/honcho), a user context management solution for AI-powered applications.
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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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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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@ -18,15 +18,24 @@ It’s our mission to realize this future.
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[[Theory-of-Mind Is All You Need]]
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[[Theory-of-Mind Is All You Need]]
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[[Open-Sourcing Tutor-GPT]]
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[[Open-Sourcing Tutor-GPT]]
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## Extrusions
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## Research
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[[extrusions/Extrusion 01.24|Extrusion 01.24]]
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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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## Notes
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## Evergreen Notes
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[[Honcho name lore]]
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[[Honcho name lore]]
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[[Metacognition in LLMs is inference about inference]]
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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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[[The machine learning industry is too focused on general task performance]]
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## Research
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## Extrusions
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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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[[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 02.01.24]]
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([Subscribe](https://plasticlabs.typeform.com/honchoupdates))
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Today we're shipping a new site, docs, & lots of improvements.
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We talked to a ton of agent developers beginning to build with Honcho over the past two weeks.
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[We'd love to hear what you're building](https://discord.gg/plasticlabs).
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## Announcements
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- [Honcho website](https://honcho.dev) drop!
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- And we've [launched docs](https://docs.honcho.dev):
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- Learn how to get started with Honcho
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- Using our hosted version
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- Running it locally
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- Deploying your own instance with [Fly.io](https://fly.io/) (in <5 mins)
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- Learn how to use Honcho with
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- An interface like Discord
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- A LLM framework like [LangChain](https://www.langchain.com/)
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## Honcho v0.0.1
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- A more stable version of the SDK
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- An object-oriented client to make DevEx easier
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- A public demo server
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- Use Honcho out of the box with no setup
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- App-level scoping
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- One dev can run multiple apps from the same instance
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- Added rate limiting to server
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- Protects from spam & improves reliability
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