CapCut edits footage you already have; generation models create footage you do not. Where CapCut's own AI tools stop, what its Pro credits really buy, and when generating is the cheaper answer.
2 min read
Two very different ways to put a person into an existing video. Per-second prices from the live endpoints, what each model actually accepts as input, and which one to pick per scenario.
3 min read
The face-swap market split into a cheap paste-a-link tier and an expensive full-replacement tier with nothing in between. What each actually does technically, and which one your clip needs.
3 min read
Paste-a-link tools split into two groups doing very different things behind the same interface. What each actually ingests, the quality ceiling of each approach, and what link ingestion cannot solve.
2 min read
Every free AI video tier is free for a structural reason. What each one gives you, the exact point at which it stops being enough, and what the paid equivalent costs per clip.
2 min read
The AI hug trend puts two people in one embrace who were never photographed together. Here is the two-step pipeline that actually holds identity, what each step costs, and the failure mode nobody warns you about.
2 min read
Combining a childhood photo and a present-day one into a single embrace, then animating it. The two-model pipeline, why old photos are the hard part, and what the whole thing costs.
2 min read
YouTube monetizes AI content — and demonetizes a specific subset of it. What the inauthentic content policy actually targets, why disclosure is not the risk, and the line between tool and replacement.
3 min read
Beauty content is watched at full screen by people looking closely at skin. Which formats survive that scrutiny, why generated 'before and after' is a line not to cross, and what each clip costs.
2 min read