Speaking
Agent governance, confidential computing, and what a system can actually prove.
What I speak about
I speak about building and operating AI systems, and the security and standards needed to use them responsibly. My talks draw on engineering work and contributions across AAIF, Appia, and CoSAI, with practical examples of what works, what fails, and what remains unproven.
Building AI systems for production
Architecture, reliability, and operating AI at scale: from models and agent workflows to tools, data, and infrastructure. Practical lessons on deployment, evaluation, observability, and the trade-offs teams face in production.
AI security, governance, and open standards
How organizations control AI systems and assess the evidence behind them. Topics include agent identity and interoperability, authorization, confidential computing, model custody, auditability, and turning risk-management requirements into engineering controls.
Author of Architecting at Scale (Packt, 2026), a field guide to large-scale AI-native system design.
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Coming up
- 12 Oct 2026 Mesh-LLM & Trusting a Stranger's Machine, Part 2: Evidence You Can CheckThe AIE Network · Mesh-LLM × Action State × TRACE · OnlinePlanned for 2:00 PM Pacific; calendar invitation and registration pending.Registration link to follow
- 22 Oct 2026 Block the Tool Call, Then Verify the EvidenceAll Day AI 2026 · OnlineAccepted proposal · Session time to be confirmedEvent details
- 23 Oct 2026 Governed MCP: Policy Enforcement, Tamper-Evident Audit Chains, and Hardware-Sealed ReceiptsAGNTCon + MCPCon North America · San Jose, CA4:05 to 4:30 PM PDT · Room 230C (Concourse Level)Event details
- 16 Nov 2026 Verifiable Agent SummitVerifiable Agent Summit · Workato · San Francisco, CA4:00–8:00 PM PacificRegister
- 8 Dec 2026 Weight Custody Manifest: When the Model Leaves Your Data Center, the Threat Model FlipsAAIF Member Showcase, Agentic AI Foundation · OnlineSession time to be confirmedRegister
Proof videos
Short, evidence-led demonstrations of what trustworthy AI systems can actually prove.
ShortA Hash Chain Can Still Tell a Different Story
Checking audit history against a separate checkpoint
ShortA Valid Signature Does Not Prove Every Claim
Signature verification and claim verification
ShortSame Tool. $120 Allowed. $250,000 Denied.
A refund authority limit enforced before execution
Past talks
11 of 12 recorded

Prove What Your Agent Did
OPAQUE Systems × Action State · Hosted by Mark Hinkle

AgenTrust: From Governance Decisions to Verifiable Agent Actions
GenAI Gurus
The Verifiable Agent Virtual Briefing
Cloud Security Alliance · Verifiable Agent Virtual Briefing

AGT (Agent Governance Toolkit): The Runtime Guardrail, What and Why
PRONATIVE AI Keynote Series

Proof, Not Promises: Attesting What Your AI Agent Is
Identerati Office Hours, episode 220

Policy Enforcement and Tamper-Evident Audit Chains
MCP Release Party, Seattle

From Trust to Proof: The Next Generation of AI Agent Governance
OPAQUE AI Confidential Webinar

Cloud Native Seattle Meetup, June 2026
Cloud Native Seattle

Governing AI Agents at the Hardware Boundary
Confidential Computing Summit 2026

Governance for AI Agents
Open Source Friday, GitHub

Governing AI Agents at Runtime: Open Source Zero-Trust with AGT
Ubuntu Summit 26.04

Building Governed AI Agents with the Microsoft Agent Governance Toolkit
GenAI Gurus