TokenomicTokenomic · AI Scratchpad

Building, breaking, and making sense of artificial intelligence.

Welcome to Tokenomic: my scratchpad for understanding AI without the hype. I explore how these systems behave, where they break, and what incentives drive them. Expect experiments, notes, and honest uncertainty.

Data-driven insights at the frontier of AI systems, with explicit epistemic status.Notes on evaluation, reliability, and the gap between demos and deployment.Explorations on agency, alignment, and incentives.