Mythos shows why AI governance must catch up to the speed of risk discovery
The debate around Anthropic’s Mythos has understandably focused on model safety, but for businesses the more important lesson may be one of AI governance.
Mythos points to a problem most organizations are not currently built to manage: AI can now help uncover weaknesses faster than businesses can assess, prioritize and remediate them. Security vulnerabilities have always existed across software, infrastructure, supplier relationships, data flows and internal processes.
What has changed is not the existence of risk, but the speed at which it can now be discovered and the pressure that places on organizations to decide what matters most, who owns the response and how quickly action needs to be taken.
For large technology companies with deep security research capability, that acceleration may be difficult but manageable. For many other businesses, particularly smaller organizations, the challenge is very different. They are exposed to the same shift in risk discovery, but without...
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