What is a story-to-film pipeline?
Definition, the seven stages from text to finished film, where each AI model fits, how the stages talk to each other, and the failure modes a good pipeline must handle.
6 min read Models & techniques · 2026-09-26Character consistency in generative video: techniques that work
Reference sheets, keyframe-first generation, written looks, one entity per cast entry, and why multi-image video endpoints are not enough. With a measurement method.
5 min read Economics · 2026-09-26The cost anatomy of AI video generation
Provider prices per second of video, image and speech, how token wallets translate them, what a fair margin looks like, and where a film budget actually goes.
4 min read Models & techniques · 2026-09-26Text-to-video, image-to-video and character reference: which to use when
The three ways to generate a clip, their strengths, their failure modes, the durations each tier allows, and the routing rules a studio should apply per scene.
4 min read Pipelines · 2026-09-26AI narration and voice casting in story films
Separating narrator from characters, matching voices to profiles, budgeting speech to picture, placing audio on the timeline, and degrading gracefully when lip sync fails.
4 min read Pipelines · 2026-09-26How to evaluate an AI-generated film
A five-part rubric: story fidelity, character consistency, style integrity, sound design and pacing. With concrete checks, a scoring method and what to fix first.
4 min read Models & techniques · 2026-09-26Getting a real anime look from generative image and video models
What "anime" means to a model, the vocabulary that works, the traps (borders, realism creep, mixed proportions, humanised animals), tier choice, and how to hold the look across a whole film.
4 min read Design & 3D · 2026-09-26From floor plan to 3D: what a DXF actually contains
Entities, layers and units in DXF; how walls, doors, windows and rooms are extracted; why layer names decide the quality of the 3D model; and how to prepare a drawing that converts cleanly.
4 min read Legal · 2026-09-26Selling digital content in Türkiye: withdrawal rights, tokens and subscriptions
How the Distance Contracts Regulation treats instantly delivered digital content, what must be disclosed before payment, how subscriptions and tokens fit, a sensible refund policy on top, and the records a seller must keep.
4 min read Economics · 2026-09-26The token wallet model for AI software: plans, multipliers and packs
One unit for every operation, monthly allowances with cost multipliers, one-time packs with bonuses, refunds and ledgers, and the solvency checks that keep the model honest.
4 min read