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0:00 – Introduction and Why GenAI Product Management is Unique
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Classroom Contents
Product Management Challenges in Building Agentic AI Applications
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- 1 0:00 – Introduction and Why GenAI Product Management is Unique
- 2 2:22 – What is Agentic AI? Understanding the Core Stack
- 3 4:10 – The Hierarchy of Agent Capabilities
- 4 7:15 – Key Components: Intent, Planning, Memory, Feedback
- 5 13:30 – Top Challenges for Product Managers in Agentic AI
- 6 14:10 – Turnkey GenAI is a Myth
- 7 18:00 – Bias, Compliance & Privacy Hurdles
- 8 20:20 – Why PMs Need Deep Technical Fluency
- 9 22:50 – Designing Defensive UX & Guardrails
- 10 24:10 – Managing Tradeoffs: Performance, Cost, Correctness
- 11 26:30 – Introduction to MCP Model Context Protocol
- 12 28:55 – Real-World Deployment Pitfalls
- 13 31:25 – Live Q&A: Agile, Evaluation, and Model Distillation
- 14 39:45 – Final Thoughts and Takeaways
