Talks & workshops
Public announcements and follow-ups on AI architecture, delivery and the engineering work around non-deterministic systems.
Talks
A talk on two connected shifts: how AI changes software delivery, and how model judgment changes the products we build. It explores the implications for requirements, verification, release readiness, operational control, and shared responsibility across the team.
Watch the recordingInvited speaker at Corning’s internal technical AI workshop. Discussed how model-driven systems change architecture, operating models and accountability with the company’s technology community.
Host’s public reflectionA community discussion on AI engineering and QA, connecting practical testing with trust, control, nondeterministic behavior and engineering responsibility.
Read the public follow-upA discussion with the swarchua architects community on operationalizing AI, runtime uncertainty and the control responsibilities of LLM-based systems.
Watch the recording · AI discussionFor talks and workshops on AI-assisted delivery, agentic systems and operational responsibility.