Category essay
The answer layer is solved
Learners can now generate explanations, examples, essays, and solutions on demand. That creates access, but it also weakens old assessment signals.
The evidence layer is next
The future of learning belongs to systems that can show how people reason, revise, decide, and transfer skill.
QLM's category
QLM calls this adaptive assessment infrastructure for the AI era: the system layer that turns learning into evidence.