If a generation fails, first check that your prompt complies with content policies—Veo 3.1 includes an auto-fix feature, but some prompts may still be rejected. Simplify overly complex prompts or remove ambiguous language. If results are unexpected (e.g., wrong motion, incorrect objects), refine your prompt with more specific details, use negative prompts to exclude unwanted elements, and enable prompt enhancement for better interpretation. Adjust resolution or duration if the model struggles with your request. If issues persist, try a different model:
Seedance 2.0 offers strong prompt adherence, while
NVIDIA Cosmos Predict 2.5 excels at predictable, physics-based motion. Review example prompts on each model page for inspiration and troubleshooting guidance.