What we test
A useful prompt communicates a clear task, enough context, meaningful constraints and an understandable desired output. Creative prompts may depend on subject, composition, style, lighting and format; business prompts may depend on audience, tone and deliverables.
Testing is not a guarantee
AI models can interpret the same instruction differently and can change behavior after model updates. A prompt is therefore a starting point, not a guaranteed recipe.
Reference images
For image prompts, reference quality, model settings, image strength and aspect ratio can change the result. Users should respect the rights and privacy of people represented in reference images.
Improving a result
If output misses the goal, change one variable at a time: clarify the subject, add context, specify the output format, remove ambiguity or adjust the desired tone.
Responsible use
Review AI output before publishing it or using it for a consequential decision. Do not use prompts to bypass laws, platform rules, safety requirements or another person’s rights.