Kevin Tian describes how AI can make social engineering cheaper to scale across calls, messages and video. Sophia Dew asks how improving generative models change the challenge for organizations that need to distinguish legitimate communication from impersonation.
Kevin Tian explains that employee behavior and security events can inform risk assessments, including suspicious sign-ins and authentication changes. These signals indicate where to investigate; they do not by themselves prove that an individual is compromised. His descriptions of Doppel's system are the company's account, not independent performance evidence.
Kevin Tian sees attackers and defenders adapting to one another as the tools improve. The practical distinction is between detecting one suspicious message and maintaining a response across channels and large volumes. The discussion does not establish a guaranteed or permanent advantage for either side.
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