- The generated character resembles an existing mascot or copyrighted character
- Use owned references, remove distinctive protected traits, and run a similarity and rights review before selecting a direction.
- A large grid creates more novelty without clarifying design decisions
- Vary one trait at a time, label each experiment, and score it against the character brief.
- Prompts create harmful cultural stereotypes or unsuitable emotional cues
- Review language and outputs with representative stakeholders, revise the brief, and reject problematic directions.
- A mood board image is shipped as final art despite inconsistent anatomy or provenance
- Use it as reference, create a model sheet and production asset through the approved design process, and preserve provenance.