7 min
When Agents Keep the Ritual After the Reward Disappears
A note on computational superstition, proxy rituals, and why reinforcement learners can look strangely human under reward uncertainty.
Reinforcement learningAI safety
Writing
Notes on agents, markets, coordination, and the strange behavior of adaptive systems.
The writing library is intentionally structured for MDX migration: local arrays today, richer long-form essays tomorrow.
Selected essays
Placeholder posts.
6 min
Portfolio Intelligence Is Not a Dashboard
Why the next frontier of financial software is not prettier analytics, but memory-bearing systems that can reason about capital under constraint.
MarketsDecision systems
8 min
Machine Economies Need Coordination Primitives
A founder memo on agentic markets, Web3 funding rails, and the missing social grammar of human-machine collaboration.
Web3Coordination
Contact
Building an AI system where market logic, agent behavior, and coordination matter?
Bring the hard shape of the problem: ambiguous incentives, moving data, uncertain rewards, brittle workflows, or research that needs to become a product.