First, review your prompt for clarity—vague instructions like 'make it cool' often produce unpredictable results. Specify camera movement, speed, and direction explicitly. If artifacts appear (flickering, morphing, or jittery motion), check your source image quality: low resolution, heavy compression, or motion blur can confuse the model. Try re-uploading a higher-quality version. Toggle the prompt optimizer off if you suspect it's misinterpreting your intent. For persistent issues, compare results with
NVIDIA Cosmos Predict 2.5, which uses different motion synthesis techniques. JAI Portal's side-by-side comparison tool lets you test multiple models with the same input to identify the best fit for your specific image and animation style.