Everyone measures what you do with the AI on. We measure what is left when it is switched off.
Retention, transfer and autonomy: the three questions no certificate of attendance answers.
One method, four proving grounds — from the boardroom to the executive table, from AI fluency to the golf swing.
What changes from one ground to the next is the table. What does not change is the standard: capability shows in what a person does, not in what they say about themselves.
In every proving ground, the person practices in situations built to demand a real decision — the board meeting, the task at work, the swing on the range — and what they do is recorded.
What counts is what the person did when facing the case — described in advance with declared criteria — not a questionnaire about themselves.
Learning with AI is easy. Staying good without it is what we measure — by the LUMEN standard, published openly.
Sourced data and short reads on decisions, AI and learning. Updated by the editorial team.
Retention, transfer and autonomy: the three questions no certificate of attendance answers.
A demonstration for executives and board members, a path with Beatriz, a pilot for golf instructors. Each door has its next step.