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.
Generative Paradigms & Core Mechanics
- 1 Text-to-Video vs Image-to-Video vs Edit: The Three Generative Paradigms 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. Scheduled · January 2, 2027
Landscape, Product Maps & Tool Selection
- 2 The Generative Video Landscape: Sora-Class, Runway Gen-3, Kling, Luma Dream Machine, and Pika Map video models by quality, control, cost, and commercial terms. Route jobs to the engine that fits the brief instead of chasing the latest viral clip. Scheduled · January 3, 2027
Prompt Engineering & Director Briefs
- 3 First Generation with a Clear Brief: Directing Camera Motion, Lighting, and Scene Invariants Write generative video prompts like a shot list: camera, light, subject invariants, and forbidden changes. Vague vibe language burns credits. Scheduled · January 4, 2027
Cost Optimization & Quality Control
- 4 Cost, Credits, and Quality: Budgeting AI Video Generations Without Going Broke Budget generative video with draft resolution first, selection gates, and local or cheap upscalers. Measure yield, not raw generation count. Scheduled · January 5, 2027
Enterprise Policy & Legal Governance
- 5 Rights, Likeness, and Deepfakes: What You Can Legally Generate and Protect Treat generative video as a rights workflow: licenses, likeness, deepfake risk, and disclosure. Visual quality is not a legal green light. Scheduled · January 6, 2027
Production Reality & Hybrid Workflows
- 6 When Real Footage Still Wins: Uncanny Valleys, Micro-Expressions, and Hybrid Workflows Route high-emotion, documentary, and brand-trust work to cameras. Keep generative tools for scenes where plastic motion will not break the story. Scheduled · January 7, 2027