Helping defense's use of AI catch up with offense, cost of the vulnpocalypse, news - Evan Powell - ESW #461

Helping defense's use of AI catch up with offense, cost of the vulnpocalypse, news - Evan Powell - ESW #461

From Enterprise Security Weekly (Audio) by Adrian Sanabria

June 1, 2026 · 1h 38m

About this episode

Evan Powell discusses the challenges and opportunities of using AI in cybersecurity defense.

Interview with Evan Powell - Generative and agentic AI are improving cyberattacks faster than they're improving cyber defenses. Offensive folks have been having the most luck with AI so far, which is further eroding any advantage defenders might have had. Evan Powell joins us to share some ideas on how defenders can get some benefits from AI as well, and why open source is important with this approach. Topic For this week's topic segment, we've got two very interesting data sources. The first is Anthropic's first update on Project Glasswing, where they're absolutely tearing through codebases with ultra premium Mythos tokens, but then hitting a human-shaped bottleneck as they attempt to validate all the findings. The second is the first report from Root Evidence, the latest startup from Jeremiah Grossman and Robert Hansen (aka RSnake), which aims to help organizations filter out all the vulnerabilities that don't matter. Where these two reports meet in the middle is my concern that the use of AI to scour every last bug out of code is going to be the most Sisyphean task the cybersecurity industry has ever come up with (and we have some deep experience here). The Weekly Enterprise…

People in this episode

Host: Adrian Sanabria

Guest: Evan Powell

Topics covered

  • AI in cybersecurity
  • cyber defense strategies
  • vulnerability management
  • open source in security
  • cyberattack trends
  • enterprise security news

Keywords

  • AI
  • cybersecurity
  • vulnerabilities
  • open source
  • cyberattacks
  • defense strategies
  • Project Glasswing
  • Root Evidence

Mentioned in this episode

Organizations: Anthropic, Root Evidence

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