فهرست مطالب

• inside front cover
• Introduction to Generative AI
• Copyright
• dedication
• contents
• front matter
• foreword
• preface
• acknowledgments
• about this book
• about the author
• about the cover illustration
• 1. Large language models: The power of AI
• Evolution of natural language processing
• The birth of LLMs: Attention is all you need
• Explosion of LLMs
• What are LLMs used for?
• Where do LLMs fall short?
• Revolutionizing dialogue: Conversational LLMs
• Summary
• 2. Training large language models
• How are LLMs trained?
• The unexpected: Emergent properties of LLMs
• What’s in the training data?
• Summary
• 3. Data privacy and safety with LLMs
• Safety-focused improvements for LLM generations
• Navigating user privacy and commercial risks
• Understanding the rules of the road: Data policies and regulations
• Summary
• 4. The evolution of created content
• The rise of synthetic media
• Generative AI: Transforming creative workflows
• Intellectual property in the LLM era
• Summary
• 5. Misuse and adversarial attacks
• Cybersecurity and social engineering
• Information disorder: Adversarial narratives
• Political bias and electioneering
• Why do LLMs hallucinate?
• Misuse of LLMs in the professional world
• Summary
• 6. Accelerating productivity: Machine-augmented work
• Using LLMs in the professional space
• LLMs as a programming sidekick
• LLMs in daily life
• Generative AI’s footprint on education
• Detecting AI-generated text
• How LLMs affect jobs and the economy
• Summary
• 7. Making social connections with chatbots
• Chatbots for social interaction
• Why humans are turning to chatbots for relationship
• The good and bad of human-chatbot relationships
• Charting a path for beneficial chatbot interaction
• Summary
• 8. What’s next for AI and LLMs
• Where are LLM developments headed?
• Social and technical risks of LLMs
• Using LLMs responsibly: Best practices
• AI regulations: An ethics perspective
• Toward an AI governance framework
• Summary
• 9. Broadening the horizon: Exploratory topics in AI
• The quest for artificial general intelligence
• AI sentience and consciousness?
• How LLMs affect the environment
• The game changer: Open source community
• Summary
• references
• index
• inside back cover