Jul 10, 2026

02. Apocaloptimism: Are We Coding Our Way Into a Cybersecurity Crisis?

Everyone is celebrating how AI is accelerating software development. Far fewer people are asking what happens when security can't keep up.

In this episode of Gradient Descent, the team introduces the idea of Apocaloptimism. It is the belief that AI has incredible potential while recognizing that its rapid adoption may create serious challenges before things stabilize.

The conversation explores two trends moving toward each other. AI is making it faster than ever to build software, while AI-powered offensive capabilities are lowering the barrier to sophisticated cyberattacks. What happens when those two curves finally intersect?

Join the discussion as the team explores:

  • AI-assisted software development and "vibe coding"

  • Why software quality and security may be falling behind AI adoption

  • How offensive AI is changing the cybersecurity landscape

  • Zero Trust, governance, and responsible AI implementation

  • Whether we've already reached the tipping point, or if the biggest disruption is still ahead

Not everyone agrees. That's what makes the conversation worth having.

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