Every major innovation, from the bicycle ('bicycle face') to the internet, has been met with a 'moral panic'—a widespread fear that it will ruin society. Recognizing this as a historical pattern allows innovators to anticipate and navigate the inevitable backlash against their work.

Society rarely bans powerful new technologies, no matter how dangerous. Instead, like with fire, we develop systems to manage risk (e.g., fire departments, alarms). This provides a historical lens for current debates around transformative technologies like AI, suggesting adaptation over prohibition.

Effective vaccines eradicate the visible horror of diseases. By eliminating the pain and tragic outcomes from public memory, vaccines work against their own acceptance. People cannot fear what they have never seen, leading to complacency and vaccine hesitancy because the terrifying counterfactual is unimaginable.

We instinctively resist things that violate our established mental categories. The visceral rejection of drinking fresh water from a pristine toilet demonstrates this powerful bias. Disruptive innovations often fail not because they are bad, but because they force people to break a well-defined mental category, causing cognitive dissonance.

Initial public fear over new technologies like AI therapy, while seemingly negative, is actually productive. It creates the social and political pressure needed to establish essential safety guardrails and regulations, ultimately leading to safer long-term adoption.

Widespread fear of AI is not a new phenomenon but a recurring pattern of human behavior toward disruptive technology. Just as people once believed electricity would bring demons into their homes, society initially demonizes profound technological shifts before eventually embracing their benefits.

Named after a doctor whose life-saving hand-washing theories were rejected, the Semmelweis reflex describes the tendency to ignore new evidence that conflicts with existing paradigms. Accepting the new idea would force an admission of past error, which is psychologically difficult. This is a crucial barrier to overcome when selling new ideas internally.

Societal fears, or "moral panics," are cyclical. While the targets change (from witchcraft to 5G wireless), the underlying tactics of exploiting fears around child safety and innocence remain consistent throughout history, repeating the same patterns.

The gap between AI believers and skeptics isn't about who "gets it." It's driven by a psychological need for AI to be a normal, non-threatening technology. People grasp onto any argument that supports this view for their own peace of mind, career stability, or business model, making misinformation demand-driven.