@rainisto @DavidmComfort agree!! i quite like the idea of procedural code for storyboarding and control, and then video …
Andrej Karpathy Twitter · Andrej Karpathy (@karpathy) · 2026-08-02
Andrej Karpathy endorses a hybrid video generation workflow combining procedural code for storyboard control with video-to-video diffusion models for final visual rendering and quality enhancement.
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Extraction
Topics: ai-video-generationprocedural-generationvideo-diffusionstoryboarding
Claims
- Procedural code provides effective structure and control for storyboarding in AI video generation pipelines.
- Video-to-video diffusion models can be applied downstream to add visual texture and quality to procedurally defined scenes.
- A hybrid approach combining code-based control with generative video models is a promising direction for AI video production.
Key quotes
i quite like the idea of procedural code for storyboarding and control, and then video to video models for texturing and looksmaxxing.