Ethical AI in Learning: Fair, Transparent, Trustworthy

Some learning teams have noticed that recommendation patterns shift in ways that are not immediately explained by role expectations or historical trends. A pathway that should be distributed across several job groups often clusters around just one, not dramatically, but consistently enough to draw attention.