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30 lines
1.0 KiB
Markdown
30 lines
1.0 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. We're a research and development company working at the intersection of human and machine learning.
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Our first product was [Bloom](https://bloombot.ai) -- 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.
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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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