Free Lesson
5 AI Constraints Every PM Must Know
30 min
Jan 2, 2026 12:30 PM
What you'll learn
The 5 LLM Constraints That Change Your Spec
Learn latency, hallucination, context limits, non-determinism, and cost — and why they matter for your AI feature.
An AI Feature Spec Template You Can Use
Get a starter template for speccing AI features that addresses the constraints engineering will ask about.
5 Questions That Make You Sound Smart
Walk away with specific questions to ask in your next AI planning meeting that show you understand the technology.
Why this topic matters
Engineering keeps pushing back on your AI feature. You're told it's "not possible" or "too expensive." In 30 minutes, learn the 5 constraints that explain why — and how to spec around them.
You'll learn from
Jai Bhagat
AI Educator for Business Leaders | 10+ years in tech