The export settings Reels actually wants, the aspect-ratio default that ruins generated clips, and how Meta's AI labelling works. Everything specific to publishing generated video on Instagram.
3 min read
TikTok labels AI content automatically through C2PA and frame classifiers — over a billion videos so far. The export specs, what triggers a label, and what unlabelled content risks.
3 min read
Nano Banana is the nickname that stuck to Google's image editing models. Which variant is which, what they cost per image, and why it is the cheapest step in most video pipelines.
4 min read
Content-policy rejections, silent no-ops, timeouts and bad-input errors all look like 'it didn't work'. How to tell them apart, which ones you were billed for, and what to change.
3 min read
A practical guide to recreating someone else's Reel with yourself in it: which of the three approaches fits your clip, what each costs per second, and the mistakes that make the result look fake.
4 min read
The uncanny look is not one problem. It is six specific failure modes with six specific causes, most of them fixable in the prompt or the input rather than by paying for a better model.
3 min read