Tools
Software I build and maintain — working instruments of the research program, plus creative tools and a few playable experiments.
Research software
VSAX
A GPU-accelerated, JAX-native Python library for Vector Symbolic Architectures — composable, inspectable symbolic representations built from hypervectors. The legibility thread of my research, as code. pip install vsax
ArgLib
A Python library for warrant-gated argument graphs: typed claims, evidence, and credibility propagation. Contestable reasoning as a data structure — arguments you can audit, challenge, and defend.
Docs →Crucible
A Claude Code plugin for review-driven AI/ML research: your work passes staged gates before a panel of nine adversarial reviewer personas. Treat reviewers like tests — the adversarial-evaluation stance, turned on my own research process.
GitHub →Creative tools
Play
Bridges
A creative word game in which you have to engage your associative brain to connect seemingly dissimilar words.
Play Bridges →Go for Green
A puzzle game in which you have to escape a room by solving puzzles in an abstract gridworld.
Play Go for Green →Trach Trainer
A web application for training mental math using the Trachtenberg Speed System.
Visit Trach Trainer →