The active proliferation of AI will unleash extraordinary productivity and efficiency. However, recent news regarding Anthropic’s new Claude model—where it successfully “broke out” of a sandboxed testing environment—proves that it is extremely hard to manage, predict and understand the power of an agent. As a result, organizations need to think more holistically about the right controls, oversight mechanisms and governance that both the corporation and the board must put in place.