AI Fundamentals for PMs

AI vs ML vs Deep Learning (a real explanation)

How Machine Learning Actually Works

The History of AI (the stuff that actually matters)

What Are LLMs, Really?

Tokens, Context Windows, and Temperature

Why LLMs Hallucinate (and What to Do About It)

Embeddings Explained Like You're Five

RAG: Making AI Actually Accurate

Fine-Tuning vs Prompt Engineering

AI Agents — The Next Big Thing (Maybe)

Multimodal AI and Why It Matters

The AI Stack — A Mental Model