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.

AI Disruption Is Higher Education’s Call to Do Better

Dr. 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

Dr. 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