Mastering Generative AI: Core Algorithms, Applications & Ethical Challenges

Fundamentals of Generative AI: A Comprehensive Guide from Principles to Practice Illustration: Applications of Generative AI in Image and Text Domains 1. Core Value and Application Scenarios of Generative AI Generative Artificial Intelligence (Generative AI) stands as one of the most groundbreaking technological directions in the AI field, reshaping industries from content creation and artistic design to business decision-making. Its core value lies in creative output—not only processing structured data but also generating entirely new content from scratch. Below are key application scenarios: Digital Content Production: Automating marketing copy and product descriptions Creative Assistance Tools: Generating concept sketches from text …