If you look at the Hacker One leaderboard rankings for collectives, you can see Xbow ruled in the last half of 2025. Xbow is billed as a fully autonomous AI-driven penetration testing platform.
@briankrebs It's going to get much, much worse before it gets better. I did a review of the effects of GenerativeAII on code recently: https://agilepainrelief.com/blog/ai-generated-code-quality-problems/ -- upshot risks are increasing faster than the volume of code. So we're producing more code, and the defect density is increasing.
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