Insights

Perspectives on the future of assessment, psychometrics, capability measurement, and how AI is changing the way we measure what people can do.

All Posts
Dynamic Assessment
Scenario-based evaluation
LLM-enabled evaluation
Structured reasoning measurement
Assessment architecture
AI in higher education
Workforce alignment
Assessment in schools
Credential assessment
next generation assessment

The Credential Gap graphic showing the shift from knowledge and credentials to capability, real-world performance, and stronger evidence.

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 graphic illustrating the shift from detecting AI use to assessing real-world capability through scenario-based assessment and stronger evidence.

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

Professional certification assessment graphic illustrating the shift from memorization to judgment through scenario analysis, data evaluation, and decision-making.

From Memorization to Judgment: The Coming Redesign of Professional Certifications and Academic Assessment

As AI makes knowledge easier to access, professional certifications and academic assessments must evolve from measuring recall toward evaluating judgment, reasoning, and applied capability.

Mike Chevraux

Feb 226 min read

Cross-disciplinary knowledge graphic illustrating the shift from rote memorization to deeper understanding, creative thinking, problem-solving, and real-world application.

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