General World Models

The Physics of Generative Video
1. Auflage 2026
ISBN: 979-8-8688-3143-0
Verlag: APRESS L.P.

Buch, Englisch, 143 Seiten, Format (B × H): 178 mm x 254 mm

Sora prompting is where language meets cinema—where every word you type can shape motion, lighting, and storytelling in AI-generated videos. This book introduces a practical, step-by-step path to mastering Sora , the latest generative video platform that turns text into cinematic experiences. Written in plain, engaging language, it helps creators, educators, and AI enthusiasts translate ideas into professional-grade visual narratives without coding or filmmaking backgrounds.

The book walks readers through the entire creative pipeline—from concept design and character creation to shot-level prompting, rhythm control, and emotional tone. Each chapter combines theory and practice, with hands-on examples , prompt templates , and side-by-side breakdowns of what works and what fails. Readers learn how to write in cinematic grammar (framing, pacing, camera motion), how to design for different genres (ads, short films, educational media), and how to use multi-modal AI tools for script, sound, and colour grading. Real-world projects show how Sora2 integrates into modern creative workflows—from YouTube channels to professional marketing teams.

By the end of this book, readers will not only know how to operate Sora 2, but how to  think like an AI director —turning ideas into coherent, emotionally resonant moving images. Whether you’re an educator, digital creator, or prompt engineer, this guide gives you the vocabulary, structure, and intuition to create stories that move people—literally.

What will you learn:

1. Write cinematic-style prompts for OpenAI Sora 2 and Google Veo 3 with precision and emotion
2. Structure text into multi-shot sequences for AI-generated videos
3. Combine visual, audio, and narrative elements for cohesive results
4. Build personal “AI director” workflows and reusable templates
5. Avoid common pitfalls in prompt engineering for generative video

Who is this book for?

AI video creators and content designers
Multimedia professionals and educators
Digital artists and filmmakers exploring AI tools
Students learning prompt engineering and generative media
Creators seeking to enhance storytelling through AI

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

XU, Zhiping

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung
• Geisteswissenschaften Theater- und Filmwissenschaft | Andere Darstellende Künste Filmwissenschaft, Fernsehen, Radio Filmproduktion, Filmtechnik

Inhaltsverzeichnis

Chapter 1 : Entering Sora 2: The Art of Turning Language into Light.- Chapter 2 : How to Access Sora 2.- Chapter 3 : Writing Your First Prompt: From Text to Video.- Chapter 4 : The Power of Cameos.- Chapter 5 : Time Travel Selfie: Inserting Yourself into Cinematic Worlds.- Chapter 6 : Micro-Narrative Storytelling: Designing Short Scenes.- Chapter 7 : Technical Framework of Multi-Shot Storyboarding.- Chapter 8 : Applied Case Study: Commercial Storyboard Analysis.- Chapter 9 : Refinement and Polish: Through Iterative Guidance.- Chapter 10 : Publishing, Ethics, and the Future of AI Filmmaking.- Chapter 11 : Sora 2 vs. Google Veo 3: A Comprehensive Technical Comparison.

Über Autor(innen)

Zhiping Xu  is an AI-driven media creator and lecturer at Fudan University, China whose research specializes in generative video and multimodal storytelling. With a strong background in computer visualization and creative technology, he explores how language can direct cinematic expression in  General World Models and ecosystems like Gemini Omni . He has developed courses and tutorials on AI creativity that bridge art and engineering, inspiring a new generation of digital creators to craft emotion and narrative through artificial intelligence.