Today we are introducing NeugenAI Learn, an online platform for hands-on courses. Each course is a path of quests: practical pieces of work with a clear goal and a clear definition of done. Learners get an AI tutor along the way. Educators and experts get Course Studio, a workspace for building courses of their own.
Why learning needs to change
Everyone has AI now. A learner can ask for an explanation of almost anything, or have an assistant produce work that once took years of experience. The skill that matters is what you do with it: knowing what to ask, checking what comes back, and standing behind the result.
That changes what a finished piece of work tells us. A polished answer may say more about the tools than about the person who submitted it. So learning has to build the judgment behind the work, and assessment has to look at that judgment as well as the result. Foundations still matter too, because they are what let you check the AI in the first place.
NeugenAI Learn is built around that idea. In each quest, AI plays the role the learning goal calls for. Some quests are about practising a skill yourself, with hints only. Others are about using AI well as part of the work.
One quest, step by step
Quest · Put an AI assistant inside the app
My assistant books the room without asking first.
The tutor knows the quest you are on. It gives hints, in your language, and leaves the work to you.
Hidden tests · run on submit
- ✓Answers from the app's own documents10 / 10
- ✓Asks before it books or cancels6 / 6
- ✓Can't see other members' bookings4 / 4
- ✓The app's old tests still pass41 / 41
An AI review then scores the work against the quest's rubric. Close calls go to a mentor.
A short conversation about your choices
It refuses. Every tool runs with the member's own permissions, checked in tools.py before the call.
✓ Mastered
Course Studio · for educators and experts
- ›Goal: an in-app assistant that asks before actingquest 4
- ›AI coding agents allowedAI-on
- ›Tests, rubric and examiner questionsdrafted
- ›Tried as a learner in a private previewready
Experts build the course with their own AI assistant, then share it publicly or with one class or team.
For learners
A quest gives you one real thing to make, a short list of hand-picked resources, and a tutor that knows what you are working on. The tutor gives hints and explanations, in your preferred language if you like, and leaves the work to you.
When you submit, your work is checked in several ways, depending on the quest: automated tests, an AI review against a rubric, and a short conversation about the choices you made. Mentors look at the close calls. After you master a quest, short review questions come back over the following weeks so that what you learned stays with you.
For educators and experts
With Course Studio, educators, mentors, and domain experts build courses together with their own AI assistant: the course plan, the quests, the resources, the tests, and the criteria for a good result. They can try the course as a learner in a private preview, see how sample answers are assessed, and refine it before sharing it publicly or with a specific class or team.
Quests do not have to involve code. They can be written explanations, investigations, or projects in any subject. A teacher can build activities around a class’s goals, and an organisation can build training around its own processes. Either way, the expert decides what learners should practise on their own, where AI helps, and how learners show what they understand.
Where we are starting
NeugenAI is supported by Blue Water, and Learn is part of our commitment to give back through education.
The first course is Build and Ship an AI App, for learners who know some Python, basic Git, and the command line. It covers building software with AI coding agents and building AI features into software, and it ends with your own AI app, live on the internet. With Course Studio, we want more subjects to follow as educators and experts join.
Get started
Explore the platform and request a learner account. Account requests are reviewed before access is granted.
If you would like to create a course for a class, a team, or a wider audience, request Course Studio access and tell us what you would like to teach.