AI & Robotics
Roboty

Building the future of robotics by making robots easier to teach, use, and improve.
I'm Gabe Mays. I build products, prototypes, and experiments to understand what AI and robotics can do.
My investing funds the lab. What I learn here informs how I invest.
Products, prototypes, and experiments across robotics, software, and AI.
AI & Robotics

Building the future of robotics by making robots easier to teach, use, and improve.
Math practice

A math practice app that uses spaced repetition to strengthen recall of concepts you've already learned.
Habit tracking

A habit tracker I built for myself after years of trying other apps, focused on making progress without turning tracking into another job.
Prototype

A prototype exploring voice-first access to aviation maintenance publications, with source-cited answers across phone, web, and wearable interfaces.
Open source

An experimental reference architecture for auditable AI systems, with replayable state and governed actions.
Open source

A toolkit for inspecting machine-learning models and producing reproducible reports on fairness, explainability, calibration, and robustness.
I fund the lab through my own investing. That gives me the freedom to choose projects for what I can learn and build, rather than for client work.
Working directly with AI and robotics gives me firsthand context on capabilities, limitations, bottlenecks, and adoption. Those lessons feed back into how I evaluate companies and investment ideas.
More on my investingDad. Husband. Builder. Investor. Optimist.
I started out as a Marine Corps officer, including deployments to Iraq and Afghanistan. I later founded startups and led product teams at a public technology company. These days, I spend my time building, researching AI and robotics, and investing.
Reach out below if you're working on similar problems, want to share feedback, or want to compare notes on AI/robotics/investing.