The asymmetry problem : AI safeguards are mainly annoying to the good guys

HuggingFace just experienced a very common problem with cybersecurity safeguards in general audience tooling : it only hinders the good guys on the defence side. In their July 2026 Security incident disclosure , when they tried to leverage their AI-assisted tool set for forensics analysis, they quickly hit a brick wall