Research & Insights
Original research and analysis at the intersection of Education, Employment, and the Economy.
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7 articlesSignals Over Scores: Rethinking How We Measure Learning
Traditional grading systems were designed for compliance, not competency. We explore how signal-based assessment models surface deeper indicators of readiness.
The Skill Translation Gap: Why Degrees Don't Speak the Language of Work
Employers and educators use fundamentally different taxonomies. This creates a legibility problem that harms students and hiring pipelines alike.
Workforce Intelligence in an AI-Accelerated Economy
As automation reshapes demand faster than institutions can adapt, we examine the infrastructure required to keep education and labor markets in sync.
Agentic Systems in Education: From Dashboards to Decision Engines
The next generation of education platforms won't just display data—they'll act on it. A look at how agentic architecture changes institutional workflows.
Early Intervention Models: Detecting Retention Risk Before It's Too Late
Most retention strategies activate after failure. We examine how signal-based early detection shifts institutions from reactive remediation to predictive calibration.
From Job Descriptions to Competency Frameworks: Structuring the Demand Side
Employer demand is noisy. Job descriptions are written as narratives — redundant, inflated, and inconsistently labeled. Competency frameworks provide the architecture to make demand legible.
Interoperability as Infrastructure: Why Education Platforms Must Connect
Education technology has scaled but not integrated. We examine why platform interoperability is the prerequisite for every alignment initiative — and the cost of staying siloed.
ALL ARTICLES
9 resultsThe Infrastructure Gap: Why Education and Labor Markets Drift Apart — and How to Realign Them in an AI Economy
Signals Over Scores: Rethinking How We Measure Learning
The Skill Translation Gap: Why Degrees Don't Speak the Language of Work
Workforce Intelligence in an AI-Accelerated Economy
Agentic Systems in Education: From Dashboards to Decision Engines
Early Intervention Models: Detecting Retention Risk Before It's Too Late
From Job Descriptions to Competency Frameworks: Structuring the Demand Side
Mapping Labor Demand in Real Time: A New Approach to Economic Intelligence
Interoperability as Infrastructure: Why Education Platforms Must Connect
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