materialized thoughts
An agent-native interface for symbiotic human-agent interaction with no apps. The first system to learn and build around you.
The coding-agent harness underneath desktop2.0.
Hardware implementation of MicroGPT streaming at 53,149 tkps in <4mb of memory. 750+ stars on Github
Attempted a reverse engineering of Grok 4.2’s multi-agent architecture (no longer active).
Making open source fabrication tools, chips, and qubits from the ground up.
Converts videos to ASCII art in real-time w/ 30 FPS VP9 .webm - that preserves the live preview exactly + WebGPU rendering
A zero-cost, open-source desktop agent and assistant that understands your screen and responds in real time.
Leetcode for electrical engineers - democratizing the ee interview process, 3500 submissions in 2 weeks
End-to-end board-to-FEN model that's 4x better than state of the art and any existing model in the world.
Autonomous microgrid management with deep reinforcement learning, published on ieee sege 2025.