TechChannels interviewed Arkose Labs CEO Kevin Gosschalk on why traditional security measures fail against malicious AI agents and what organizations should do about it now. Gosschalk explains that legitimate and malicious AI agents exhibit nearly identical behaviors — both automate tasks, navigate workflows systematically, and adapt to responses — making intent, not capability, the only real differentiator. The interview covers why only 10% of executives have strategies for managing non-human identities, how expanding ecosystems create exponential security complexity through “agent chaining,” and the three-layered approach of visibility, verification and adaptive enforcement that organizations should implement immediately.