Original article appeared here. 

Anthropic’s release of Claude Fable 5 highlights a significant shift in how advanced AI systems are being deployed. Rather than limiting capability, the company is separating access and safety controls from the underlying model itself, making powerful AI available for general use while restricting higher-risk applications through additional safeguards and controlled access programs. The approach reflects a broader challenge facing the industry: how to balance increasingly capable AI systems with the governance, oversight, and usage controls needed to prevent misuse in sensitive areas such as cybersecurity.

Gidi Cohen, CEO & Co-founder, Bonfy.AI

“The most honest thing Anthropic has done here is ship one model as two products. Splitting Fable 5 and Mythos 5 is an acknowledgment that capability and safety are in genuine tension — and that pretending otherwise doesn’t serve anyone.

But the most important line in the entire announcement isn’t about the classifiers. It’s buried in the operational detail: a high-severity vulnerability found by the model takes about two weeks to patch on average. Meanwhile, Mythos Preview built working exploits from a disclosed CVE in under a day.

That gap is where risk lives. And no classifier closes it.

This makes concrete what the CSA data showed last week: enterprises aren’t failing because they can’t detect vulnerabilities. They’re failing because they can’t act on them fast enough. AI has collapsed the attacker’s timeline to hours. The defender’s timeline hasn’t moved.

Anthropic is right that the defensive head start only matters if the industry uses it. The harder truth is that most enterprises aren’t yet equipped to — not because the tools don’t exist, but because the governance architecture to deploy them safely hasn’t kept pace with the capability.

That’s the real race.”

Original article appeared here.