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The consistency problem, explained properly
Why a generated character will not stay the same person, scene or outfit — and what actually holds one. Written to be useful whether or not you ever use this product.
- Why AI changes the face every timeThe mechanism behind the problem: no memory, and a prompt that names a category rather than a person.
- How to get the same character in every imageFive approaches, what each costs, and the cases where training a LoRA is still the right answer.
- Keeping a character consistent in AI videoWhy video drifts twice over, and the two techniques that fight it from opposite directions.
- Why the outfit and the room change tooWardrobe and location drift for a different reason than faces do, and need a different fix.
- Why AI video clips are so shortThree separate reasons for the ceiling, and why longer films are assembled rather than generated.
- Putting two characters in one sceneIdentity leakage: why one face borrows the other, and why prompt wording is not the fix.
- Why the model ignores half your promptAttention is finite and spread unevenly. Why the end of a long prompt is the part that gets dropped.
- Image-to-video or text-to-video?The choice decides whether you control the first frame or the model does.
- Why AI video looks floatyThe weightless, slow-motion tell: where it comes from and which parts you can actually prompt away.
- Why hands and faces come out wrongTwo different failures with two different causes - and why asking for perfect hands does nothing.
- Why the same prompt gives a different pictureA seed is one of five variables. Why fixing it is necessary but not sufficient for reproducing an image.
- How long can an AI video actually be?The per-clip ceiling is real; length comes from assembly, and assembly has its own failure mode.
- What AI video actually costsWhat drives the per-second number, and why paying for failures is the thing to check before you buy.
- Who owns what you generateUsage rights and copyright are not the same question. Why the second one is unsettled almost everywhere.
- Making AI video of a real personThe rules follow the person depicted, not the tool. What consent is required and what is never permitted.
- Why AI images look like AI, and what fixes itSix tells that mark a generated image, and which of them a prompt can actually remove.
- Getting the pose and the camera angle you asked forWhy asking for a low angle moves the subject instead of the camera, and how to separate the two.
- The lighting words that actually change the pictureWhy dramatic lighting does nothing and window light from the left does a great deal.
- Why your AI image looks soft, and whether upscaling fixes itResolution is not sharpness. Which of the two you actually have, and what upscaling does to each.
- Using your own photo as a referenceWhat a reference carries, how many to supply, and why one came back unchanged.
- Why a prompt gets refusedThree different refusals wearing the same error. Which one you have, and which can be reworded.
- Does the language of your prompt matter?The script matters more than the language, and the gap is larger than anyone tells you.
Already using it
Guides for the product itself are elsewhere
These pages are about the problem rather than about this software. If you have an account and want to know which photograph to upload, how to write a prompt that keeps a face, or what a generation costs before you run it, those are on the resources page.