Insights & Research

The latest from Calvin's desk.

Research, commentary, and field notes on human-centered cybersecurity, the weaponization of AI, organizational risk, and the future of the cyber workforce.

The Modern University Must Become a Platform for Economic Mobility

The Modern University Must Become a Platform for Economic Mobility

The Modern University Must Become a Platform for Economic MobilityDr. Calvin Nobles
Published on: 24/06/2026

Higher education has always carried a promise larger than the credential itself. At its best, it expands opportunity, strengthens communities, advances knowledge, and gives individuals the capacity to change the trajectory of their lives.

Human FactorsHigher Education
Human Factors Engineering and AI Buy-In Among College Faculty

Human Factors Engineering and AI Buy-In Among College Faculty

Human Factors Engineering and AI Buy-In Among College FacultyDr. Calvin Nobles
Published on: 18/05/2026

Artificial intelligence is rapidly reshaping higher education, but successful adoption will depend less on the technology itself and more on how well institutions understand the people expected to use it.

Human Factors
AI Disruption Is Higher Education’s Call to Do Better

AI Disruption Is Higher Education’s Call to Do Better

AI Disruption Is Higher Education’s Call to Do BetterDr. Calvin Nobles
Published on: 05/05/2026

We need clearer AI policies, stronger student guidance, better faculty support, and assessments that measure judgment, creativity, application, reflection, ethical reasoning, and problem-solving.

AI
Governing the Digital Workforce: Agentic AI and the Future of Higher Education

Governing the Digital Workforce: Agentic AI and the Future of Higher Education

Governing the Digital Workforce: Agentic AI and the Future of Higher EducationDr. Calvin Nobles
Published on: 26/04/2026

Agentic AI will compel institutions to confront a consequential governance question, who is accountable for AI systems that can act, decide, interact with data, and complete tasks across the enterprise?

AIWorkforce