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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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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8 articles
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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AI Capability Assessment for Hiring: What Employers Should Look For
AI capability assessment measures how well candidates work with AI to produce reliable results. Here is what to test for, what to avoid, and how to assess it fairly.
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Usage vs. Capability: Why AI Adoption Metrics Don't Tell the Whole Story
AI adoption metrics count activity, not skill. Here is why usage dashboards mislead leaders, and what measuring AI capability reveals instead.
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AI and Emotional Intelligence in Leadership: Does It Help or Hinder?
AI and Emotional Intelligence in Leadership is becoming a critical topic as institutions adopt AI across teaching, learning, and administration. Leaders are increasingly using AI to support communication, reflection, and decision-making. Ho
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Hiring with AIQ: replacing the PDF résumé ritual
Resumés describe claims. AIQ credentials describe how candidates reason with AI—turning hiring from document review into evidence review.
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