About

I'm Severyn, an AI specialist based in Canada. I build AI systems, research tooling, and evaluation infrastructure. I work on AI at a quantum-computing company and run Aquarium Lab, my independent lab that stress-tests whether AI agents can be trusted to remember the right thing and builds products on what it learns. I publish what I find, including when my own system loses.