Cyber Fusion Forum

The Hidden Risks Behind AI-Led Product Teams


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AI is already reshaping how product teams build, launch, and evolve digital experiences. But what happens when those experiences have security blind spots baked in from the start?

In this episode, I sit down with Kevin Magee, CTO of All Human, to explore how AI is accelerating product roadmaps—and the cybersecurity implications many teams are ignoring.

Kevin explains:

  • How AI is changing the way teams brainstorm, prototype, and ship features

  • Why traditional DevOps isn’t enough when LLMs are in production

  • What “non-deterministic behavior” really means and how it can lead to dangerous outcomes

  • How to create a human-in-the-loop process that includes security without blocking innovation

  • Why your AI chatbot could be the next insider threat if you're not careful

This episode is essential listening for any security leader trying to stay ahead of how AI is used inside their business, not just to defend it.

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Cyber Fusion ForumBy James Oakes