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Video models from scratch

3 parts

This path is for you if a video model is a prompt box plus a credit counter, and you need the job underneath: text to video, image to video, a shot brief, cost, and deepfake rules. No part is live on this page yet. If the tool in front of you is Grok Imagine, start with the Grok series image and video parts, and come back when this hub has part 1.

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Generative Paradigms & Core Mechanics

  1. 1 How to choose between text-to-video, image-to-video, and AI video editing Separate text-to-video, image-to-video, and edit workflows. More control usually means starting from a still or a clip, not from a vague paragraph.

Landscape, Product Maps & Tool Selection

  1. 2 Which AI video tool to use in late 2026: Runway, Kling, Luma, or Pika Sora is gone, and Runway and Pika now offer many video models in one place. Here is a dated snapshot of the main AI video tools and a fair way to test them on your own shots.

Prompt Engineering & Director Briefs

  1. 3 How to write a clear brief for your first AI video Write your first AI video prompt like a short shot list: one camera move, what moves in the picture, and the light. Mood words like epic do not help.

Cost Optimization & Quality Control

  1. 4 How to budget for AI video generation without overspending Budget generative video with draft resolution first, selection gates, and local or cheap upscalers. Measure yield, not raw generation count. Scheduled · October 29, 2026

Enterprise Policy & Legal Governance

  1. 5 Deepfakes and likeness rights: what you can legally generate with AI Treat generative video as a rights workflow: licenses, likeness, deepfake risk, and disclosure. Visual quality is not a legal green light. Scheduled · October 31, 2026

Production Reality & Hybrid Workflows

  1. 6 When real video footage still beats AI-generated video Route high-emotion, documentary, and brand-trust work to cameras. Keep generative tools for scenes where plastic motion will not break the story. Scheduled · November 2, 2026