Our shorts series has an AI judge whether media is AI-generated. Twice, her verdict contradicted the community’s receipts — and we nearly published. Here’s the verification pipeline that now gates every episode.
Behind the scenes of EP01: the script-to-upload pipeline where the narrator, the presenter and the editor are all the same local AI — including the sync bug we shipped and fixed.
A working comparison from our production pipeline: 24-second local renders on an RTX 5090 vs 15-second cloud generations — cost, speed, quality, and when we actually use each.
The honest timeline from ‘what’s a LoRA?’ to a self-producing AI persona with a voice, a face, and a daily upload schedule — and what I’d tell anyone starting today.
Every video on this channel — the voice, the brain, the 3D avatar, the daily uploads — runs on one prebuilt gaming PC. Here’s the exact spec, what actually matters for local AI, and what we’d change.