Free Field Guide
AI For
AI For
Every Task
Most people use one AI for everything. The real skill is matching the tool to the task. This is the simple map, the four jobs that matter and which AI wins each one, plus the three rules that keep you out of trouble.
From Paola Villa, award-winning Economist and AI Systems Architect
The Field Guide · Paola Villa
AI For
Every Task
Every Task
Match the tool to the task. A simple map.
What's Inside
One page, no fluff. The map, then the rules that make it work.
The four jobs
Code, research, everyday assistant, and automation, with the tools that actually win each one.
Three rules that hold up
Match the model to the stakes, never trust one model on facts that matter, and build the workflow, not just the prompt.
The real leverage
Where most people stop, and how to turn one input into ten finished outputs instead of one answer.