A free, research-backed diagnostic that reveals whether your way of learning with AI is forming you or quietly hollowing you out. In about ten minutes you will discover your formation persona, see exactly where you are strong and exposed, and get a personalized report to keep.
A glimpse of what you get
The productivity-illusion meter, plus every blind spot your specific pattern hides, named and explained.
Your formation index, the research behind your result, and your concrete next moves, in a seven-page PDF you can keep and share.
Same technology. Opposite outcomes. The difference is never the tool, it is the design of how you learn with it. This instrument helps you read that difference in your own learning.