Elzatian AI animator · AI content creator · AI trainer

Method

Keeping a character and a look consistent across shots

Consistency is the hardest problem in AI film: the same character, the same world and the same look in every single shot. It is solved with references and diagnosis, not with better luck — five things do most of the work.

2 min read 7 sections Written by Elza

Summary

In practice: one document for who the character is and one sheet for how the film looks, both approved once and both named by position in every prompt. Environment, props and lighting belong in those locks rather than in the improvisation of each shot. When something drifts, find the instruction that stopped being obeyed before spending anything on a re-render.

Build a character bible that actually holds

A bible that holds is specific about the things a model reinterprets when left alone: the exact face, the build, the wardrobe, and the colours that must not shift. Vague adjectives produce a different person in the next shot.

Style-lock sheets and binding references by position

One approved sheet governs the rendering, and it is bound by position — the prompt says which attached image is the look and which is the character. A reference that is not named is treated as a suggestion.

Environment and prop continuity across a series

The room, the desk, the product, the weather: the things an audience notices as wrong the instant they change between shots. They belong in the same lock as the character, not in the improvisation of each prompt.

Diagnose drift instead of re-rolling it

When a shot drifts, the useful question is which instruction stopped being obeyed. If the character changed, the character reference lost its lock. If the light changed, the style sheet was not addressed. Re-rolling without that answer is how a whole day disappears.

Match lighting between shots

Two shots that are individually beautiful and lit differently do not cut together. Lighting consistency is a decision to make across the film, in the style lock, rather than per shot.

Our take

Drift is almost never random and re-rolling is almost never the fix. If the face changed, the character reference lost its lock; if the light changed, the sheet was not addressed. An afternoon of re-rolls without answering that question is the most common way credits disappear.

Worth being honest about the ceiling, too. No lock holds a character perfectly for a whole film. What it does is make the failures small, occasional and diagnosable, which is what a finished film actually needs.

Where this is taught

AI Film Lab: Cinematic Storytelling — 2 Days, taught live in a small cohort. Ask on WhatsApp (+65 9188 6948) for the next dates.

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The other guides

Process

The six stages of an AI short film

Every piece I make runs through the same six stages: script, character bible, style lock, keyframe, motion, master. The order is the point. Each stage exists to make the next one cheaper, because the expensive thing in AI film is not generating — it is generating again.

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Method

Prompting with reference images: the four rules

Four rules carry every prompt I write: point at the attachment, name what cannot change, keep one thing per paragraph, and maintain a running negative sheet. They are not about clever wording — they are about removing the ways a model can misread you.

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Diagnosis

Why does AI video look fake?

AI video gives itself away in six ways: the face drifts, the physics float, the light is flat, the camera moves like no camera, the sound does not belong, and small details mutate between frames. All six are failures of preparation rather than of the model, which is why each one is prevented before generation instead of repaired after it.

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Definition

What is a style lock?

A style lock is one approved reference sheet that governs how every frame of a film is rendered: the light, the palette, the amount of detail, and the way the camera behaves. You approve it once, before animation starts, and then point at it on every shot instead of re-deciding the look shot by shot.

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Definition

What is a shot list, and why does an AI film need one?

A shot list is the film written down as shots before anything is generated — what each shot is for, the emotion it has to land, how long it lasts, and how the camera behaves. It matters more in AI than on a set, because changing your mind in words costs nothing and changing it after a render costs a re-render.

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Getting started

Do you need design or film experience to make AI video?

No — neither is required to start, but the work still asks you to make the decisions those skills exist for: what the shot is for, where the camera stands, and what must not change. The tools remove the cost of a shoot; they do not remove the need for a plan, and the planning is teachable.

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Training

Where can you learn AI video in Singapore?

I run two course series in Singapore, both as small live cohorts of two days. The Agentic AI Series teaches you to build and run your own AI agents — a website builder, a content creator and a filmmaker. The AI Creative Series is the craft itself: social video, product content that sells, and cinematic short films. Team training runs on your own project, at your studio or online.

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Commercial work

How do you make an AI video for a product launch?

A product film is a short list of shots with one job each: a hero shot that shows the thing itself, a detail shot for texture and proof, a context shot that shows who it is for, and one line that carries the offer. It is short, because a launch film is watched on a phone between other things.

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