AI learn
Learn the map before collecting tools.
Most people learn AI backwards: first the tool, then the prompt tricks, then a vague sense that maybe they missed the foundations. This section exists to reverse that order.
Layer 1: concepts
Models, context windows, retrieval, agents, automation, and the difference between these terms when they leave marketing language.
Layer 2: judgment
How to tell if a use case is actually a fit, whether a process needs automation, and where human review is non-negotiable.
Layer 3: implementation
Only after the first two layers: tools, systems, orchestration, interfaces, handoff, and maintenance costs.