Category 04
AI, Automation, and the New Labor Market
What machines change — and what still needs a human.
- 6 modules
- 45 lessons
- ~11h total
What this category covers
AI is repricing labor — and the opportunity isn't inventing models, it's applying them. This category covers what automation actually changes in a business's economics: one-person companies with software leverage, services built on implementation gaps, and the honest limits behind the hype.
The New Labor Market
AI in Everyday Operations
AI Across Industries
New Company Shapes
Moats in the AI Era
The Economics of Compute and Inference
- What a Token Actually Costs and How an Inference Bill Adds Up
- Inference Cost Curves and Pricing a Feature That Gets Cheaper Every Year
- Build, Fine-tune, or Buy: the Model Decision as a Capital Decision
- Latency, Quality, and Cost: the Three-way Trade in Choosing a Model
- The Unit Economics of an AI Feature, From Prompt to Gross Margin