Queen City Con 0x4 · 2026

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Establishing Trust Boundaries in Self-Orchestrating Agent Frameworks

Saturday, November 14, 2026 · 10:00 AM · Queen City Con 0x4, Cincinnati

What a team of AI agents trusts, what it shouldn’t, and what code can and can’t enforce. A walk through auditing my own self-orchestrating agent framework, CHARM, against the AIUC-1 standard: what failed in 2.1, what 3.0 fixed, and what no code or certificate can fix.

Presentation Slides

You can download my Establishing Trust Boundaries presentation slides here.

Project

The GitHub repository for CHARM, including the 3.0 security hardening, can be viewed here.

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