core practice · system design prompt
Design exercise: Image & Video Generation
Diffusion and transformer generation, conditioning, latent spaces, control, consistency, safety, and media evaluation. Implement designOutline() returning non-empty values for: conditioning, generationProcess, qualityEval. Each value must name a concrete mechanism or decision.
The mechanism
Generative media iteratively maps noise or tokens into structured outputs under conditioning. Quality requires prompt/control alignment, temporal consistency, safety, and perceptual evaluation.
Expected evidence
A design outline with conditioning, generationProcess, qualityEval plus an explicit failure mode or trade-off.
Try this drill in the practice workspace →
Hints when you need them
- Name the failure mode before selecting the mechanism.