Speaking
Talks
I’m available for talks and discussions on production GenAI launch readiness, golden evals, model routing, deterministic enforcement, output critics, automation boundaries, and trust-preserving AI systems.
Suggested topics
Discussion-ready themes
The Golden Eval Set Is the Behavioral PRD for GenAI
Use LLMs for Reasoning; Use Deterministic Systems for Enforcement
Containment Is Not Resolution
Over-Automation Is a Production AI Failure Mode
Public Benchmarks Do Not Tell You If a Model Is Right for Your Product
The Future of AI Platforms Is Domain-Owner Experience
Upcoming / Past Talks