Spot when oversight is real, when to overrule safely, and when an AI system must be stopped
5 sections · 10 lessons
Define human oversight in daily AI-assisted work and decide when Articles 14 and 26 apply to a deployer using a high-risk system.
2 lessonsRead Article 14(4) as one set, then identify which oversight powers disappear in practice and who removed them.
2 lessonsExamine drift, quiet failure, confidence figures, and explanations so you can spot what does not fit and avoid being reassured by weak checks.
2 lessonsApply the powers to disregard, override, report, suspend, and stop use, including the signed-off decision a junior reader may overturn.
3 lessonsHandle an oversight moment from detection through escalation and recordkeeping in one complete working pattern.
1 lessonEvery lesson in order.
10 lessons
Human oversight matters when daily work runs through a high-risk AI system and the person using it is expected to catch, question, and stop bad outputs. This course shows what deployers need to know under Articles 14 and 26, how to tell oversight from mere watching, and how to act when the system drifts, misleads, or creates risk. It is built for people who use AI tools in operations, service, HR, claims, credit, or clinical support and need a practical way to respond when the machine is wrong.
Human oversight under Articles 14 and 26, deployer status, and what counts as high-risk AI. The course covers the five Article 14(4) oversight abilities, monitoring for drift and quiet failure, confidence and explanations, disregard and override, Article 26(5) reporting and suspension duties, and who can actually stop a system.
From project managers and operators to founders, analysts, and teams adopting AI, Fenzo is for people who want to get better at the work they already do.
Anything from using AI for project planning and analysis to improving workflows, decision-making, communication, and delivery. If you can describe the skill or task, Fenzo can build a course around it.
Yes. Tell Fenzo what you do, what you’re trying to accomplish, and where you’re stuck, and Fenzo will shape the course around your role, your goals, and the work you actually have to do.
No. Fenzo adapts to your starting point, so you can begin with the fundamentals or jump straight into more advanced work.
Yes. Fenzo for Business puts the whole team on one plan — shared seats, courses you can assign, and reporting on who has finished what.
See Fenzo for BusinessYou start by describing your goal or taking a short skill benchmark. Fenzo uses that context to identify gaps and shape the learning experience around them.
Yes, Fenzo works in your mobile browser.
Something to operate in every section.
Three findings from decades of learning research shaped how every Fenzo lesson is built.
Average pass rate · Freeman et al., PNAS 2014
What the science says
Students in lecture-only classes are 1.5× more likely to fail.
How Fenzo does it
Every Fenzo lesson is interactive. No passive reading or watching, ever.
You work through itAI does it for you
Skill retention over time · with vs. without practice
What the science says
Offloading thinking to AI erodes the very skills you’re trying to build.
How Fenzo does it
Fenzo makes you do the thinking — guided, but never done for you.
Retrieval practiceRe-reading
Long-term recall · retrieval vs. re-reading
What the science says
Recalling information beats re-reading it for building durable understanding.
How Fenzo does it
Lessons weave in quizzes and recall prompts, so it sticks.