How QLM Studio works

One organized path from assignment to evidence.

QLM is not a pile of tools. It is a teacher workflow: find, plan, preview, launch, then act on evidence.

Start with an assignmentSee live demo
1

Teacher starts with an assignment

Paste a prompt, source packet, lab, worksheet, or project brief.

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2

Studio recommends the activity

QLM suggests a simulation shell, sources, goals, rubric, and evidence loop.

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3

Students produce evidence

Students predict, test, explain, revise, defend, and transfer.

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4

TeacherOS recommends action

Misconception clusters become intervention, feedback, and practice options.

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Teacher value

Every screen should answer: what do I do next?

Reduce cheating riskReduce grading timeFind misconception clustersGive faster feedbackPreserve teacher judgmentCreate better next assignments