Producing content with AI
The AI tool chain, making AI video look natural, the labelling and C2PA requirements, the serial production pipeline, and avoiding the "AI slop" trap.
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1. The AI stack: script, voice, footage, avatar — what to use for what
aitools
2. Making AI video look natural: the tells that give it away and how to fix each
aiqualitypractice
3. The AI label and C2PA: when it is required and how to apply it
aipolicycompliance
4. Serial AI production: ten videos in one session
aiworkflowpractice
5. The "AI slop" trap: why so many AI accounts die
aiqualitystrategy
🎯 Stage assignment
Produce one mixed (70/30) video and run the full set of checks:
- Your footage as the main shots, one or two AI b-roll clips of three to four seconds, your own voice throughout
- Run the AI shots through the seven-tell checklist
- Run the labelling decision tree; if there is a realistic AI shot, turn the toggle on
- Answer the six questions of the slop test
It is done when the slop test scores at least five "yes", the labelling decision is written down, and someone you show it to cannot pick out the AI shots.