AI Product Management: The Technical Guide for Non-Technical Leaders
📚 Table of Contents The AI Feature That Went Wrong (And Why It’s Not the Model’s Fault) What AI Actually Is (And What It Isn’t) LLMs Demystified: The PM’s Mental Model RAG, Fine-Tuning, and When to Use What The AI Feature Development Process Specifying AI Features: The New Requirements AI Costs: Understanding the Token Economy Testing and Quality for AI Features Common AI Product Mistakes Building Your AI Product Muscles Questions to Ask Your AI/Engineering Team The Bottom Line The AI Feature That Went Wrong (And Why It’s Not the Model’s Fault) In 2024, I watched a company spend $300,000 building an AI feature that failed spectacularly. ...