Your learning path is charted by an algorithm and refined by a mentor
A knowledge tree that adapts to your progress - every concept unlocks only once you've truly mastered its prerequisites.
One engine, one human, one library
Adaptive Learning
Every answer you give shapes your next step more precisely. Not one fixed program for everyone - a path that's truly yours.
Human Mentoring
Where the algorithm stops - a conceptual block, choosing a project, getting ready for the job market - a real expert mentor steps in.
Research Hub
Reference papers with a structured summary and a two-way citation graph - see exactly where an idea came from and where it went.
How your path gets built
From the very first step to the next skill - here's how we stay with you.
A handful of simple questions is enough to know exactly where you stand - without wasting your time on things you already know.
Not from zero, not skipping ahead - from exactly where your prerequisites are done.
A few focused minutes, a short exercise, instant feedback. You learn by doing, not just by reading.
If you've mastered it, the next skill unlocks; if not, we find exactly the spot that needs reinforcing and a short exercise gets you back on track.
Learning that actually sticks
Exactly on your weak spot
You never spend time on what you already know - only on what you actually need.
A tangible step, every day
Your progress is always visible - not a vague feeling, but a clear path growing in front of you.
You stop forgetting things
Right when a concept starts slipping from memory, we bring you back to it - before you actually forget it.
You only move on once you truly know it
No skill is ever passed half-done - so the further you go, the stronger your foundation gets.
Every step you take today keeps this path open for someone else tomorrow
This platform is built without ads and relies on direct support from its users so that anyone, anywhere in the world, can walk the AI learning path. If this path has been valuable to you, consider a small crypto donation to keep this lab going - no KYC required, works from anywhere.
Donation (crypto, via NOWPayments): [donation link/address - replace with your real NOWPayments checkout link]
Live preview of the experience
See the learner dashboard and the mentor dashboard right now.