Short video lectures
Eight to fifteen minutes each, taught by people who build and secure AI systems for a living. Subtitled in English, Bahasa Indonesia and Chinese. New episodes as the field moves.
How it works
Watch. Build. Prove. Stand out.
Every lecture ends in a lab. Every lab runs on the live RealRelay platform. Every level ends in a project a student can show and an employer can check.
Labs in the browser
Every lecture ends in a lab on the live RealRelay platform. Route a request across models, build an agent, attack one, read its audit log. Checked automatically, with hints, not answers.
Projects and a portfolio
Each level closes with a project a student can show. Results are verified on the platform, so a certificate says what someone did, not what they watched.
Capstone projects
Expert-level students take on briefs modelled on real industry problems, build the whole solution on the platform, and leave with a portfolio piece that runs.
Everything in one platform
One login. Real models. Safe by design.
- One login for students and lecturers. Lectures, labs, projects, grades and the live platform behind a single sign-on.
- Works with your campus systems. Connects to Moodle, Canvas, Blackboard and others through standard LTI, so grades land where they belong.
- Labs that cannot be copied. Every student gets a live workspace and a unique dataset. The platform checks the work, not the text.
- A dashboard for the faculty. Who is stuck, who is ahead, which concepts need another lecture. By cohort, by course, by week.
- Platform credits included. Students use real models within a budget the university sets, with the same cost reporting companies use.
- Safe by design. The Trust & Control Layer sits under every lab, so a student can push an agent to its limits without it leaving the classroom.
Lab screens from the live platform: model routing on the left, the agent firewall on the right. Students work in these, not in a simulation of them.
What a lab looks like
A real brief, your own workspace, a grade that means something.
1
The brief
A real task, written the way a manager would write it.
2
Your workspace
Spins up in seconds with your own copy of the data.
3
Build
On the live platform, with the lecture one click away.
4
Checks
The platform tests what you built and tells you what broke.
5
Rating
A grade, a cost, and feedback you can act on tonight.
The agent rating
The same grade buyers see on the platform.
Every agent a student ships ends with a rating, AAA to D, across attack resistance, data handling, tool safety and human oversight. It is the rating a company would see before buying the same agent. A grade that means something.
See a lab for yourself.
We will walk your faculty through a live lab, from brief to rating, in under an hour.