Box co-founder and CEO Aaron Levie says tech leaders are uniquely prone to what he calls “AI psychosis,” describing an inflated belief in AI capabilities after limited exposure. In posts on X referenced by multiple outlets, Levie argues that CEOs are “sufficiently distant from the last mile of work” needed to turn AI outputs into reliable business value. He describes how executives may see “happy path” results from prototypes, demos, or generated drafts and then assume AI agents can handle end-to-end tasks.

Several sources report that Levie contrasts this perception with the operational reality handled by teams closer to implementation. Those teams must address deployment details such as reviewing code, catching bugs, managing hallucinations, training AI to operate within a company’s specific terms, and scrutinizing contracts. Without seeing the full sequence of work required for sustainable, accurate deployment, Levie suggests CEOs may misjudge what can and cannot be automated.

As a remedy, Levie recommends that CEOs use AI “a ton” themselves to better understand both the upside and the “real work” required to deploy agents effectively. Some coverage also notes the term has loose overlap with “AI-associated psychosis” used clinically, though Levie’s usage is generally framed as informal for AI-driven overconfidence rather than a diagnosed condition.