AI-Native
The Threat Spiral
Also known as: Threat Spiral
AI positioned as replacement rather than assistant, triggering identity threat and active user rejection.
The Threat Spiral happens when an AI product is positioned as a replacement rather than an assistant. It takes over core parts of a user's job—especially tasks tied to their professional identity—without giving them sufficient control or agency. The AI is perceived as a direct threat to identity and security. This triggers powerful cortisol. Users don't just dislike the tool; they actively reject, undermine, or find workarounds to avoid it. Simply replacing humans often backfires by damaging user experience and triggering resistance.