Taming the AI Hydra: Real-World Lessons in Governin... Brian Fox, Sarah Evans & Christopher Robinson

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Taming the AI Hydra: Real-World Lessons in Governing AI Across the Enterprise - Brian Fox, Sonatype; Sarah Evans, Dell Technologies; Christopher Robinson, OpenSSF

As AI races into the enterprise, security, legal, and development teams are being forced to rethink governance at scale. From hallucinating copilots to uncontrolled shadow AI adoption, organizations are grappling with how to govern models, data, and outputs without stifling innovation.

In this panel, three industry leaders on the front lines of open source and enterprise AI — Brian Fox (Sonatype), Christopher "CRob" Robinson (OpenSSF), and Sarah Evans (Dell Technologies) — discuss the emerging best practices, cultural challenges, and open source opportunities in AI governance.

They will explore:
-Lessons from existing software governance that do and don’t translate to AI
-The risks of duplicative AI policy efforts across teams
-The role of open source foundations in shaping responsible AI norms
-How to balance transparency, control, and velocity with AI adoption
-Where regulation helps (and where it hinders) innovation