AI value arrives through complements, not demos
AI as a general-purpose technology: history, hype, and business economics
Foundations & the Economics of AI
What is AI, how does it learn, and why does value lag the demos?
AI as a general-purpose technology, machine learning for business decisions, and deep learning — the mental models and economics that separate value from theatre.
Lessons in this module
A prediction is not a decision — and never a cause
Machine learning for business decisions: prediction, classification, and causality traps
Deep learning trades explainability for capability — price that in
Deep learning and neural networks: representation, scale, and managerial trade-offs