James Agenda
Cover of Department of Artificial Resources

Department of Artificial Resources

The New Management in the Age of AI Agents

Chapter 1

Artificial Intelligence

  1. 1.1 What is NOT AI?
  2. 1.1.1 The case of the marketing agency that wanted AI but needed automation
  3. 1.2 What is AI?
  4. 1.3 How does AI "think"?
  5. 1.4 How does AI learn?
  6. 1.5 Does AI make mistakes?
  7. 1.6 What is ChatGPT and LLMs?
  8. 1.7 Why AI now?
  9. 1.8 How to use AI in 1 minute?

Chapter 2

AI Agents

  1. 2.1 What is an AI agent?
  2. 2.2 What is the difference between AI (LLM) and AI agent?
  3. 2.3 How do AI Agents execute tasks?
  4. 2.4 What does an AI Agent need to function?
  5. 2.5 Where are AI agents already being used?
  6. 2.6 Will AI agents replace people?
  7. 2.7 When to use AI agents (and when not to)?
  8. 2.8 How to start using AI Agents in 1 minute?

Chapter 3

Department of Artificial Resources

  1. 3.1 HR vs AR: Differences and similarities between AI Agents and humans
  2. 3.1.1 Objectives
  3. 3.1.2 Motivation
  4. 3.1.3 Resume and background
  5. 3.1.4 Cognitive ability / Intelligence / IQ
  6. 3.1.5 Salary and compensation
  7. 3.1.6 Learning (education, MBA, graduation)
  8. 3.1.7 Memory
  9. 3.1.8 Attention, Context, and Depth of Thinking
  10. 3.1.9 Consistency
  11. 3.1.10 Availability
  12. 3.1.11 Creativity and variation of thought
  13. 3.1.12 Work tools
  14. 3.1.13 Communication and Information
  15. 3.1.14 Biases and prejudices
  16. 3.1.15 Failures and errors
  17. 3.1.16 Honesty, Loyalty, and Betrayal
  18. 3.1.17 Scale and Marginal Cost
  19. 3.2 Management of Artificial Resources
  20. 3.2.1 Recruitment and Onboarding of People vs Construction of Agents
  21. 3.2.2 Management of Human Teams vs Orchestration of Agents
  22. 3.2.3 Continuous Improvement: Human Teams vs Systems of Agents
  23. 3.2.4 AI First Enterprise
  24. 3.2.5 The New Knowledge Management
  25. 3.2.6 Culture Adapted to AI
  26. 3.2.7 The Team of the Artificial Resources Department