4 AI and the creative economy: Innovation and intellectual property

This book offers a comprehensive exploration of generative AI and large language models, detailing their transformative impact across the creative economy, professional productivity, and daily life, including techniques like prompt engineering and the rise of autonomous AI agents. It thoroughly examines both the immense opportunities these technologies present—from enhancing creativity to streamlining workflows—and the significant challenges they introduce, such as intellectual property complexities, the potential for misuse and adversarial attacks, the phenomenon of AI hallucinations, and the social implications of human-AI interactions. The text further delves into best practices for responsible AI development, including red teaming and robust evaluation, alongside the evolving landscape of AI governance and ethical considerations, providing readers with a balanced and critical understanding of this rapidly advancing field.

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Chapters

  1. 4 Ai And The Creative Economy Innovation Andpage 129 0 Intel (Free teaser)
  2. 6 Machine Augmented Work Productivitypage 221 0 Education An ($0.25)
  3. 7 Prompt Engineering Strategies For Guiding Andpage 261 0 Ev ($0.25)
  4. 8 Ai Agents The Rise Of Autonomous Aipage 294 0 Systemspage ($0.25)
  5. 9 Human Connections The Social Role Ofpage 340 0 Chatbotspag ($0.25)
  6. 10 The Future Of Responsible Ai Risks Practicespage 373 0 An ($0.25)
  7. 11 Frontiers Of Ai Open Questions And Globalpage 434 0 Trend ($0.25)
  8. Logical Reasoning ($0.25)
  9. Training Data And Bias ($0.25)
  10. Limitations In Controlling Machine Outputs ($0.25)
  11. Sustainability Of Llms ($0.25)
  12. Google ($0.25)
  13. Meta ($0.25)
  14. Exploring Open Web Data Collection ($0.25)
  15. Output Of A Chat Model ($0.25)
  16. Final Model Output ($0.25)
  17. Reinforcement Learning From Human Feedback ($0.25)
  18. Reinforcement Learning From Ai Feedback ($0.25)
  19. Encoding Bias ($0.25)
  20. Machine Unlearning ($0.25)
  21. International Standards And Data Protection Laws ($0.25)
  22. Conclusion ($0.25)
  23. Summary ($0.25)
  24. The Rise Of Synthetic Media ($0.25)
  25. Transforming Creative Workflows ($0.25)
  26. Filmmaking ($0.25)
  27. Intellectual Property In The Llm Era ($0.25)
  28. Creators Rights And Data Licensing ($0.25)
  29. Illicit And Harmful Applications ($0.25)
  30. Influence Operations Hate And Harassment ($0.25)
  31. Generative Ai In Education ($0.25)
  32. Teachers Students Assist With Lesson ($0.25)
  33. Detecting Machine Generated Text ($0.25)
  34. Generative Ai And The Labor Market ($0.25)
  35. Conclusion 2 ($0.25)
  36. Summary 2 ($0.25)
  37. What Is Prompt Engineering ($0.25)
  38. Prompting Techniques And Frameworks ($0.25)
  39. Is This The End Of Prompt Engineering ($0.25)
  40. Software Development ($0.25)
  41. Cybersecurity ($0.25)
  42. Toward Agentic Collaboration ($0.25)
  43. Agent Architectures ($0.25)
  44. Retrieval Augmented Generation ($0.25)
  45. Measuring Semantic Similarity ($0.25)
  46. Model Context Protocol ($0.25)
  47. Evaluating Agents ($0.25)
  48. Evaluation Monitoring And Oversight ($0.25)
  49. From Tools To Agentic Systems ($0.25)
  50. On The Horizon ($0.25)
  51. Hallucinations And Fabrications ($0.25)
  52. Misuse Across Domains ($0.25)
  53. Dependency Emotional Harm And Relationship Risks ($0.25)
  54. Labor And Economic Disruption ($0.25)
  55. A Holistic View Of Harm ($0.25)
  56. Curating Datasets And Standardizing Documentation ($0.25)
  57. Protecting Data Privacy ($0.25)
  58. Model Training Strategies For Safety ($0.25)
  59. Red Teaming And Evaluation ($0.25)
  60. Detecting And Tracing Synthetic Media ($0.25)
  61. Platform Responsibility And User Safeguards ($0.25)
  62. Humans In The Loop ($0.25)
  63. Education And Digital Literacy ($0.25)
  64. Toward Responsible Generative Ai ($0.25)
  65. The United States ($0.25)
  66. The European Union ($0.25)
  67. China ($0.25)
  68. Corporate Self Governance ($0.25)
  69. Conclusion 3 ($0.25)
  70. Introduction To Generative Ai Second Edition ($0.25)