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AI Research

AI Research

Research at the intersection of offensive security and artificial intelligence. How AI is reshaping vulnerability discovery, bug bounty hunting, and the attacker-defender equilibrium.

  • May 23, 2026

    Agent Containment Failures in Offensive Tool-Use

    • ai
    • safety
    • agent
    • containment
    • research
  • May 23, 2026

    Credential Sprawl in AI-Assisted Development

    • ai
    • security
    • research
    • credentials
  • May 23, 2026

    MCP Permission Models Are Broken

    • ai
    • security
    • mcp
    • tool-use
    • research
  • May 20, 2026

    Building an Autonomous Pentest Agent: What I Learned the Hard Way

    • ai
    • security
    • agent
    • pentest
    • phantom
  • May 15, 2026

    Offensive AI in Bug Bounty: The Real State of Play

    • ai
    • security
    • bug-bounty
    • research

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