What happens when AI teams compete against human hackers

A cybersecurity competition produced what may be the largest controlled dataset comparing AI-augmented teams to human-only teams on professional-grade offensive security tasks. The event, called NeuroGrid, ran for 72 hours on the Hack The Box platform and drew 1,337 registered human-only teams and 156 registered AI-agent teams competing across 36 challenges in nine security domains at four difficulty levels. AI teams operated through Model Context Protocol with human oversight in the loop. The analysis covers … More →