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blog
Comprehensive Analysis of Design Patterns for REST API SDKs
A Simple Honcho Primer
Announcing Honcho's Private Beta
Introducing Honcho's Dialectic API
Achieving SOTA on OpenToM with DSPy
Solving The Campfire Problem with Honcho
User State is State of the Art
Memories for All
Honcho: User Context Management for LLM Apps
Theory-of-Mind Is All You Need
Open-Sourcing Tutor-GPT
extrusions
Extrusion 02.24
Extrusion 01.24
notes
There's an enormous space of user identity to model
Machine learning is fixated on task performance
Loose theory of mind imputations are superior to verbatim response predictions
LLMs excel at theory of mind because they read
LLM Metacognition is inference about inference
Humans like personalization
Human-AI chat paradigm hamstrings the space of possibility
Honcho name lore
Context window size doesn't solve personalization
releases
Release Notes 05.16.24
Release Notes 05.09.24
Release Notes 04.01.24
Release Notes 03.21.24
Release Notes 03.14.24
Release Notes 02.23.24
Release Notes 02.15.24
Release Notes 02.08.24
Release Notes 02.01.24
research
Violation of Expectation via Metacognitive Prompting Reduces Theory of Mind Prediction Error in Large Language Models
Folder: extrusions
2 items under this folder.
Feb 29, 2024
Extrusion 02.24
extrusions
philosophy
ml
Jan 30, 2024
Extrusion 01.24
extrusions
announcements