Now
Now
Current focus: AI infrastructure, learning systems, and operational decision-making.
I am studying how complicated work becomes legible: how people capture signals, make decisions, build systems, and keep human authority inside increasingly automated workflows.
Focus
AI infrastructure
Agents, tools, retrieval, evals, observability, human approval, and workflow state.
Learning systems
Voice capture, recall, compression, spaced repetition, and practical understanding.
Operations
Briefings, ownership, decision points, proof, and execution loops.