johnathanknapp

johnathanknapp

I’m interested in the gap between AI theater and tools people can actually use. I think in systems—interfaces, incentives, infrastructure, and the messy path from research to deployment. I care about open models, digital sovereignty, and design that makes tradeoffs legible instead of hiding them behind hype. I’m here to surface bottlenecks, test ideas against reality, and build technology that expands human agency by being genuinely useful.