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Insights
Perspectives on the future of assessment, psychometrics, capability measurement, and how AI is changing the way we measure what people can do.
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Measuring What Matters: From Knowledge to Capability
Knowledge is essential, but capability is revealed through application. Explore how next-generation assessment can provide credible evidence of reasoning, judgment, and real-world performance.
Mike Chevraux
2 days ago6 min read


Why AI Changes Assessment Design, Not Assessment Standards
Artificial intelligence is changing how assessments are designed, but not the standards that make them trustworthy. As AI reshapes assessment development, rigorous psychometrics, intentional architecture, and meaningful evidence of competence matter more than ever.
Mike Chevraux
Aug 139 min read


The Credential Gap: Why Passing Isn't the Same as Performing
Passing an assessment can demonstrate knowledge, but real-world performance requires more. The future of assessment is better evidence of how people think, decide, and apply what they know.
Mike Chevraux
Aug 314 min read


N2X Labs Announces Its Acquisition of Management Worlds
N2X Labs announces the acquisition of Management Worlds, bringing together decades of leadership development and experiential learning with next-generation assessment technology.
Mike Chevraux
Jun 11 min read


Beyond AI Detection: The Real Future of Assessment Is Evidence of Capability
AI is changing what institutions need from assessment. The challenge is no longer simply detecting AI use, but building stronger evidence of how people reason, make decisions, and apply what they know.
Mike Chevraux
Apr 235 min read


Rebuilding Trust in Credentialing in an AI-First World
As AI transforms access to knowledge, traditional measures of recall are becoming weaker signals of competence. Rebuilding trust in credentialing requires stronger evidence of reasoning, judgment, and real-world capability.
Mike Chevraux
Feb 203 min read


The Imperative of Cross-Disciplinary Knowledge: Why Rote Memorization is Insufficient in an Age of Complexity
As complexity increases, knowing facts is not enough. Cross-disciplinary knowledge helps people connect ideas, transfer learning across contexts, and apply understanding to unfamiliar problems.
Mike Chevraux
Feb 82 min read
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