A useful approach is to evaluate form before function. Ignore the shock value and examine navigation, user control, output predictability, and moderation logic. Even something as specific as a free ai porn video generator can be reviewed this way, focusing on how clearly the system communicates limits and intent. By documenting strengths and risks in neutral terms, teams can extract insights without endorsing or deploying the tool itself.
