Polynomial computability, formal semantics, fixed-point theorems — the foundations my own research programme runs on.
Formal methods meets LLMs: verification harnesses, citation checking, and what it takes to trust a model in production.
Task-based cognitive architectures, coordination protocols, and agent economies — the IEEE Access line of work.
Agent-based city simulation, digital-twin governance, and civic intelligence.
Axiomatization of blockchain systems, verifiable records, and layered knowledge architectures.