Unsupervised Learning A Conversation With Harry Wetherald CO-Founder & CEO At Maze
Sep 22, 2025
Harry Wetherald, co-founder and CEO of Maze, dives into how AI is revolutionizing vulnerability management and application security. He discusses the critical challenge of remediation, emphasizing that AI can bridge the gap between vulnerabilities and the developers who address them. Harry explains how linking vulnerabilities to specific teams and tools like GitHub can streamline workflows. The conversation also touches on the shrinking tolerance for vulnerability windows and the arms race between attackers and defenders in leveraging AI for cybersecurity.
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Founders Built Maze From Personal Pain
- Harry co-founded Maze to build AI agents that replicate expert security analysis at scale.
- They aim to free teams from endless backlogs by automating deep vulnerability interrogation.
Most Findings Are Noise
- Deeply analyzing each vulnerability often shows most are non-exploitable in context.
- Removing those noise items shrinks the actionable list far more than better prioritization alone.
Prove Exploitability First
- Start remediation by proving exploitability before any other scoring or intel.
- Use AI to triage exploitability first, then generate specific fixes for developers.