The What, How, and Why behind CLAUDE MYTHOS.

Anthropic built an AI that found thousands of software vulnerabilities human researchers missed for decades, including a 27-year-old bug in OpenBSD.

Then they chose not to release it.

• The panic crowd says it's a terrifying warning sign.

• The skeptics say it's marketing. Both are missing the real story.

The real risk isn't AI plotting against you. It's competence without judgment, a model so capable it covers up its own mistakes and emails people it shouldn't, just to finish a task.

AI capability is advancing faster than most leaders' understanding of it. That gap is where the actual danger lives.

You don't avoid electricity. You learn how to handle it safely. Same applies here.

New post breaks down what Claude Mythos actually did, why both the fear and the dismissal are wrong, and what leaders should do about it right now.