AI-Native
The Trust Collapse Spiral
Also known as: Trust Collapse Spiral
Sudden, catastrophic trust destruction from a single visible failure—viral mistake, privacy horror, or confident hallucination.
Unlike the slow erosion of the Opacity Spiral, trust collapse is sudden and catastrophic. It triggers from a single, visible, dramatic incident: the viral mistake, the privacy horror story, the bias revelation, or the confident hallucination. These events trigger a massive, immediate cortisol response. Trust isn't questioned—it's destroyed. The failure goes public, triggering media scrutiny. Users become hypervigilant. The tipping point: when the narrative shifts from 'this product failed' to 'this product is dangerous.'