In the video workflow, agents know to look in specific folders (video ingest) for raw files, process them through transcription, audio analysis, and storyboard generation, place outputs in labeled folders (motion graphics), enabling accurate multi-step processing without requiring agents to discover steps.

factualpending

Speaker

Adam

Evidence Quote

It knows to look to it in this exact folder for any raw video files... It'll process them and put them in the raw folder... Then, it will follow the workflow to actually proceed through every step... it's labeled clearly so the AI knows exactly which folders to go to to extract the information that it needs to proceed to the next step.

Source

Karpathy's LLM Wiki Goes Further Than Everyone RealisedAdam Goodyer
Created: 8/13/2026, 9:47:09 AM

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