Projects

Software and experiments

01

Natural language acquisition POC

2026

Can an embodied learner acquire a self-model and make that model useful for both regulation and communication—such that even deflationalists will concede that it uses language meaningfully? ;D

  • embodied learning
  • self-models
  • language
  • MLX
Read the essay →

02

AccountyCat

2026

A macOS focus app that looks at what I am actually doing before deciding whether I am procrastinating. Text first; vision only when the window refuses to explain itself; local models if preferred.

  • Swift
  • llama.cpp
  • multimodal AI
  • privacy

03

Web of Belief

2026

Eighteen questions, thirty-five philosophical positions, and a rule engine that points out where the answers clash. It judges consistency, not the person answering.

  • philosophy
  • rule systems
  • Next.js
  • local-first

04

Robots101

2026

ROS 2 and Gazebo running natively on macOS, with a TurtleBot that can navigate, see, and take structured plans from language and vision models. Mostly an exercise in making incompatible layers admit they know each other.

  • ROS 2
  • robotics
  • LLM/VLM
  • macOS