"AIGC: The Era of Intelligent Creation" Speed Reading Notes

book information

Title: "AIGC: The Era of Intelligent Creation"
Authors: Du Yu, Zhang Ziming

overview

AIGC: a big change in content productivity

1. From PGC, UGC to AIGC
   • PGC (Professional Generated Content): professionally produced content
   • UGC (User Generated Content): user generated (original) content
   • AIGC (AI Generated Content): generative AI, artificial intelligence generated content
2. Four Modes of AI-Enabled Content Creation
3. AIGC helps Metaverse and Web3.0

AIGC's technical thinking

1. Technological foundations of the pre-AIGC era
2. Early AIGC attempt: GAN
   • GAN (Generative Adversarial Networks): Generative Adversarial Network
3. The Facilitator of AI Painting: Diffusion Model
4. Important infrastructure for large models: Transformer

Functional application of AIGC

1. AIGC and product development
2. AIGC and Marketing
3. AIGC and Management Collaboration

Industrial application of AIGC

1. AIGC Information Industry Application
2. AIGC film and television industry application
3. AIGC e-commerce industry application
4. AIGC education industry application
5. AIGC Financial Industry Application
6. AIGC medical industry application

Industry Map of AIGC

1. Upstream Industry: Data Services
2. Midstream Industry: Algorithmic Model
3. Downstream Industry: Application Expansion

The future of AIGC

1. Technology Trends of AIGC
2. Participating subjects in the era of AIGC
3. AIGC Risk and Regulation