US law settled in 2026: purely AI-generated output has no human author and no copyright. What that means for creators in practice, and the one thing that changes it. Not legal advice.
3 min read
Soft output usually is not the model's resolution. Input quality, platform compression, motion blur and the wrong finishing step each look identical on a phone. How to tell them apart.
3 min read
Motion transfer fails in five specific ways, and four of them are the source clip or a setting rather than the model. A diagnostic order that fixes most attempts without spending more.
3 min read
Listing video is the highest-risk niche for generated content, because a property is a thing a buyer will stand in. The formats that are safe, the hard line on the property itself, and the disclosure question.
3 min read
Per-second API prices for the video models worth using in 2026, what the same clip costs on each, and why credit-based consumer plans are usually the more expensive way to buy the identical model.
6 min read
What platforms currently require when you post AI-generated video, how detection works, and the practical habits creators have settled on. General information, not legal advice.
3 min read
The honest arithmetic: raw model cost for 30 seconds, why nobody generates 30 seconds in one shot, and the retry multiplier that dominates the real number.
4 min read
Toddlers hitting complex choreography with unsettling precision is two models in sequence, not one. The pipeline, why the uncanny precision is the joke, and where it goes wrong.
3 min read
Copying a dance from a Reel onto your own face is a narrow technical job that most 'AI video' tools cannot do at all. The three that can, what they cost per second, and where each one breaks.
5 min read