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FIND EVIL! Hackathon: The Winners

  • What: A hackathon tested autonomous agents for forensic work
  • Impact: AI tools are being explored for cybersecurity investigations
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4,413 people entered the Find Evil! hackathon to answer a question the rest of the industry has mostly been arguing about in blog posts: Can an autonomous agent do real forensic work on real evidence, and prove what it found? 291 submissions came in. 123 reached finalist review. 90 working practitioners logged 1,775 evaluations, and every finalist was re-verified before a winner was named. In this 30-minute broadcast, Rob T. Lee, Chief AI Officer and Chief of Research at SANS Institute, announces the three winning harnesses and walks through what the judges found when they stress-tested them: read-only evidence mounts, typed tool surfaces with no shell access, and evidence-reference gates that refuse to record any finding the agent cannot tie back to a real artifact. Judges will describe how they built their own validation approach because no rubric existed for grading an autonomous forensic investigation. Several even wrote their own harnesses to check the harnesses. All three winning harnesses are open source, and the repositories will go public the same day. A live Q&A closes the session.

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