AI Capability Assessment: What It Is and How to Measure It
An AI capability assessment measures how well a person works with AI through an evidence-scored challenge, not a quiz. Learn what it measures, how it works, and how to run one.
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future of institutional AI.
Essays and updates on AIQ, learning provenance, campus governance and enterprise AI capability for leaders shipping real programs.
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12 articles
How to Assess a Candidate's AI Skills Before You Hire
A practical way to measure how well candidates actually work with AI, with evidence you can review, before you make an offer.
Read articleHow to Choose an AI Skills Assessment Tool
What to look for in an AI skills assessment tool, from task-based scoring to fairness, evidence and workflow fit.
Read articleWhat Is AI Capability, and How Do You Measure It?
A clear definition of AI capability, how it differs from AI literacy, and how it is measured from real work rather than self-report.
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What Is AIQ™ and How Is It Measured?
AIQ™ is a verifiable measure of how well a person works with AI, not just whether they use it. Here is exactly what it captures and how AIQ is calculated.
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How to Prove Your AI Skills on a Resume (2026)
Listing "proficient in ChatGPT" proves nothing. Here is how to show verifiable AI capability on a resume in 2026, with a credential employers can actually trust.
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