Natural-Language Policy Violations
Medium
- Confidence
- 94% confidence
- Finding
- This section explicitly teaches cognitive biases and choice architecture as UX/marketing levers to shape user decisions, including defaults, loss aversion, social proof, scarcity, and framing, with only minimal ethical qualification. In a skill positioned for persuasion, conversion optimization, and customer psychology, this can enable dark-pattern design that reduces informed consent and steers users toward actions they might not otherwise choose.
