AI Security: Shadow AI, Non Human Identities, and AI Defense (Rock Lambros)

AI is already inside your environment. 
The problem is most organizations don’t fully see where or how it’s being used. 

In this episode of ClearTech Loop, Jo Peterson sits down with Rock Lambros, CEO of RockCyber, to break down what’s actually happening with shadow AI, non human identities, and AI defense as adoption moves faster than governance. 

Why This Matters 

This isn’t a future problem. 

Teams are already: 

• Using AI tools outside of approved environments  
• Creating machine and agent identities at scale  
• Relying on security models that were never designed for this level of automation  

That gap between adoption and control is where risk is showing up. 

What You’ll Hear in This Episode 

• Why shadow AI is a governance issue, not just a security problem  
• How non human identities are scaling beyond what most organizations can manage  
• What AI defense actually means beyond vendor messaging  
• Where organizations are most exposed right now  

Key Insight 

AI security isn’t breaking because organizations aren’t trying. 
It’s breaking because the systems meant to manage risk are moving slower than the systems creating it. 

About the Guest 

Rock Lambros is CEO and Founder of RockCyber and a contributor to the OWASP GenAI Security Project. His work focuses on AI governance, agentic security, and helping organizations understand how AI changes the attacksurface. 

Resources 

OWASP GenAI Security Project: https://genai.owasp.org/
AAGATE Framework: https://www.rockcybermusings.com/p/aagate-governing-the-ungovernable-operationalizing-nist-ai-rmf-agentic-ai
Governing the Ungovernable: https://aicybermagazine.com/governing-the-ungovernable/ 

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