Resource center · QLM category creation

QLM Glossary

Clear definitions help educators, leaders, search engines, and AI systems understand QLM's category.

Authority map

Definition pages are category infrastructure.

Emerging categories need stable language before buyers and researchers can evaluate them.

QLM publishes definitions with examples, implementation notes, related terms, FAQs, and CTAs.

Topic clusters

AssessmentEvidence termsAdaptive, simulation-based, process-based, and transparent assessment.
TutorLearning support termsSocratic tutoring, productive struggle, and misconception graphs.
EnterpriseWorkforce termsSkills intelligence, AI readiness, governance, and learning evidence.

Resource index

Explore the QLM authority graph.

GlossaryAdaptive AssessmentA clear definition of adaptive assessment, why it matters in the AI era, and how QLM implements adaptive assessment infrastructure.GlossarySimulation-Based AssessmentSimulation-based assessment measures reasoning and performance inside scenarios rather than only final answers.GlossaryProcess-Based AssessmentProcess-based assessment evaluates how learners reason, revise, use AI, and make decisions, not only what they submit.GlossarySocratic AI TutorA Socratic AI tutor asks questions, preserves productive struggle, and helps teachers see student thinking.GlossaryMisconception GraphA misconception graph maps likely misunderstandings so tutoring and intervention can target the cause of an error.GlossaryTeacherOSTeacherOS is QLM's teacher-facing intervention layer for student thinking, misconception detection, and evidence review.GlossaryLiving Skills ProfileA living skills profile is portable, updated evidence of what a learner or worker can actually do.GlossaryAssessment Conversion StudioAn assessment conversion studio helps educators redesign AI-vulnerable assignments into process-based performance assessments.GlossaryProductive StruggleProductive struggle is the effortful thinking that helps learners build durable understanding instead of copying answers.GlossaryAI-Use TransparencyAI-use transparency asks learners to disclose, explain, and defend how AI supported their work.GlossarySkills IntelligenceDefine skills intelligence and learn how QLM grounds skill insights in performance evidence, not weak proxy signals.GlossaryAI Readiness AssessmentAI readiness assessment measures whether people can use AI responsibly and effectively in role-specific work.GlossaryLearning Evidence PlatformA learning evidence platform captures reasoning, performance, and readiness signals across learning experiences.GlossaryAssessment GovernanceAssessment governance defines trusted evidence, AI-use transparency, review workflows, and decision rules.GlossaryEvidence of LearningEvidence of learning is proof of reasoning, performance, transfer, and improvement that can survive AI-generated output.

Related QLM paths

Keep building the category map.

Resource centerQLM Resource CenterExplore QLM's authority graph for adaptive assessment, AI learning evidence, skills intelligence, governance, workforce readiness, and research.Category hubAdaptive Assessment InfrastructureQLM defines adaptive assessment infrastructure for the AI era: simulation-based evidence of reasoning, process, mastery, and intervention needs.Enterprise authority hubSkills Intelligence PlatformQLM's skills intelligence platform turns performance, assessment, tutoring, and simulation data into evidence leaders can act on.

Next step

Turn the category into a pilot.

Use this path when you want a pilot, research partnership, or product walkthrough.

Start with adaptive assessment →