Free Assessment · 15 minutes
Does the way you learn with AI make you stronger or weaker once the machine is set aside? The Formation Compass measures ten dimensions of your learning, places you among four personas, and returns a personalized report you can act on.
Sample result
You are
AI is not yet forming strong habits, but your profile has the most room to grow.
26
Formation Index
33
Resilience
18
Readiness
“To move toward The Guide, you most need to raise your Readiness. Build genuine, skilled, future-ready capability with AI, rather than avoiding it.”
The one question beneath it all
A way of learning can lift your output on every visible measure while lowering you on every invisible one. Avoiding AI altogether trades one debt for another. The Compass keeps both lines in view.
The four personas
The Compass does not sort people into fixed types. It shows where you stand on two axes — Resilience, protection from harm, and Readiness, preparation for the future — and names the climb ahead.
Res LOW · Rea LOW
Drifting with AI, neither protecting the mind nor building skill. The most to gain.
Res HIGH · Rea LOW
Independent and not dependent on AI, but not yet equipped with future-ready fluency.
Res LOW · Rea HIGH
Fast and skilled with AI, while the thinking underneath quietly erodes.
Res HIGH · Rea HIGH
Fluent with AI and growing wiser for it: protected, prepared, and ready to lead others.
Which way you grow
Everyone climbs toward the same corner: The Guide, both protected and prepared. Your report names the axis you most need to raise, and what to do about it.
The full picture
One weak dimension can undermine nine strong ones. Every number in your report carries a one-line read, and a radar chart shows your whole shape at a glance.
Learning Agency
Protect the learner role before AI becomes the author.
Attention Discipline
Slow the workflow down before speed becomes shallowness.
Critical Judgment
Treat polished AI output as a claim, not a conclusion.
Memory Formation
Add retrieval practice so recognition becomes real memory.
Integrity & Ownership
Name AI assistance honestly and define what remains human.
AI Fluency
Practice prompt iteration and output evaluation.
Transfer to Real Tasks
Test whether the work can continue without AI.
Creative Leverage
Generate alternatives before accepting the first answer.
Human Collaboration
Keep people in the feedback loop.
Adaptive Growth
Build a rhythm of reflection and adjustment.
Flourishing
80 – 100
Forming
60 – 79
Emerging
40 – 59
Eroding
0 – 39
Inside your report
Every Compass report is generated from your own answers: your persona, the climb ahead, all ten dimensions, the blind spots your specific pattern hides, and a next step you can take this week.
Read this even if you score well
A high average can hide a single serious vulnerability. The Compass names the exposures your particular pattern conceals — the ways a person can pass and still be at risk.
Avoiding AI protects independent thinking — that is real. But safety today is not preparedness for tomorrow, and the gap widens every year.
We compare how healthy your learning felt against how it actually forms you, and show the gap between the two.
From insight to action
Choose one task where AI is allowed and one where it is not.
Ask AI for questions before answers.
End each session by writing what you can now do alone.
Every move above raises a real axis of your profile. Small, deliberate shifts compound into formation.
The evidence base
AI can improve visible output while changing the kind of effort learners practice.
Human feedback and social learning continue to matter in AI-supported education.
Retrieval, explanation, verification, and transfer remain central to durable learning.
AI literacy includes technical fluency, ethical boundaries, and critical judgment.
Created by Alin Vrancila, Ph.D. Grounded in the Neogogy framework. Re-take the assessment in a few months to track how your formation moves over time.
For institutions
A companion instrument for schools, teams, and families. It measures readiness across leadership, curriculum, faculty formation, infrastructure, and culture, and yields a report a president, provost, or board can act on.
Begin with a question
Fifteen minutes, ten dimensions, one honest picture of how AI is forming the way you think. Free, and yours to keep.
