Academy / Kaiber Ladder / Level 2

Kaiber: Creative Control & Workflow

Level 2 takes you from one good thirty seconds to a full-length music video that holds together across forty shots — and then makes the next one cost less than the first. Twelve sessions cover the four-phase production standard with stated budgets and a measured iteration factor, canvas architecture that survives two hundred nodes, prompt systems with byte-identical style blocks and logged seeds, Beat Sync driven from separated stems with section mapping transcribed from the song chart, custom LoRA training that encodes your identity into the engine so you stop paying repeatedly for consistency, a controlled six-engine bake-off and the policy that follows it, first-frame control and chaining past the duration ceiling, restyle over your own footage, an honest scoping of Lip Sync, upscaling strategy and the editor handoff where grading is free, a complete pipeline run from song factory to publication, and a budget model accurate enough to quote against.

1.5x or 4x Decides the Project

Session 1 introduces the iteration factor — total generations divided by kept generations. A disciplined operator runs 1.5x and finishes a three-minute video for around 2,000 credits. An undisciplined one runs 4x and the identical project lands north of 6,000. The difference is not talent. It is whether look decisions were made in stills before video generation began.

Stop Asking. Start Encoding.

Session 5 covers custom LoRA training. Prompt-based consistency degrades no matter how disciplined your style block; forty generations drift because you are asking for the same thing repeatedly rather than encoding it once. Two hundred credits, once, and the model holds your look as a property of the engine — typically paying for itself in reduced re-rolls inside a single project.

The Best Fix Costs Nothing

Session 10 covers the grading pass. Shots from different engines — and different seeds on the same engine — do not match out of the box, and that mismatch is what viewers read as "AI video" without being able to name it. Fifteen minutes in a grading panel does more for perceived quality than upgrading every shot to a premium engine, and it costs no credits at all.

What You'll Cover

Systems, not shots. Every session with a deliverable.

The 12 sessions run in deliberate sequence: the four-phase standard with budgets and phase gates; four-band canvas architecture and connector discipline; the project prompt sheet with a fixed style block and logged seeds; Beat Sync in depth with stem targeting, section mapping and the restraint principle; custom model training and the two-layer roster architecture; the six-engine bake-off run with concurrency and the written policy that follows; composing stills for animation and chaining final frames into next inputs; restyle over your own footage as the bridge between a roster and the generative pipeline; Lip Sync scoped honestly; upscaling strategy and the external finishing pass; a complete pipeline run; and budget modelling.

Every session ends with an objective completion standard. Students leave with a full-length music video, a trained custom model, a documented Video Production Procedure, an engine policy derived from their own testing, and a budget model populated with their measured iteration factor — with total project spend under 2,500 credits.

Where This Level Fits

Level 2 makes it consistent. Level 3 makes it pay.

Level 2 establishes systems: canvas, prompt, model, engine and cost. You leave able to carry a full-length project on a mid-tier plan with a locked visual identity and a stated budget — which is the prerequisite for Level 3's commercial estimation, client contracting, batch production at publishing volume, label delivery standards and rights practice.

This level is right for producers and operators who have hit the ceiling of good individual clips and need a body of work that looks like it came from one place, at a cost they can forecast and a process they can delegate. A finished full-length track with separated stems is assumed, as is a paid Kaiber plan — custom model training is not available on the free tier.

Access & Pricing

Simple one-time purchase. Ongoing value.

Level 2 follows the same Academy pricing standard used across all live ladders.

Public

$299 one-time purchase with lifetime access.

Pro

Use the Pro Workshop Discount at checkout to reduce the price to $249.

All Access

Use the All Access Workshop Discount at checkout to reduce the price to $199.

Next Step

Prompting is how you ask. Custom models are how you stop having to.

The intermediate mistake is believing better prompts are the answer to everything. Past a point you reach faster than expected, the returns on prompt refinement collapse — and every hour spent rewording is an hour not spent on the three things that actually move the work: a better starting still, a trained model, and a grading pass. Two of those cost nothing per use and the third costs two hundred credits once. Every session ends with a deliverable, and the level ends with a full-length video and a budget model you can quote against.