Is This Assessment AI-Era Resilient? Free QLM Demo Tool

Public demo

Final-output assignments need a fast public resilience check.

Educators, professors, and learning leaders need a quick way to see whether an assessment measures reasoning and process or only a final artifact that AI can generate.

QLM scores visible design signals such as process checkpoints, authentic performance, AI-use transparency, rubric clarity, transfer, and intervention loops.

Try the tool

Check assessment resilience.

Paste the prompt learners see. The demo identifies visible evidence signals and recommends redesign moves.

How QLM would operationalize this

ProcessLook beyond final outputA resilient assessment makes planning, decisions, explanation, and revision visible.

TransparencyMake AI use inspectableThe tool looks for rules that disclose AI assistance and preserve human reasoning.

TransferAsk for fresh applicationA stronger assessment asks learners to defend or transfer reasoning to a new case.

Related QLM paths

Keep building the category map.

Public demo toolConvert This AssignmentUse QLM's public assignment conversion demo to turn a traditional prompt into a process-based assessment with evidence checkpoints, AI-use rules, and transfer.Category hubAssessment Conversion StudioQLM Assessment Conversion Studio helps educators redesign traditional assignments into simulation-based, process-based performance assessments.StandardAdaptive Assessment Evidence StandardQLM's public evidence standard defines how predictions, actions, observations, explanations, revisions, and transfer become trusted learning evidence.

FAQ

Questions this page answers.

Is this an AI detector?

No. It is a design tool that checks whether the assessment creates better evidence than a final-output detector can provide.

Can this replace policy review?

No. Use it as a quick planning tool before a human curriculum, faculty, or governance review.