Thoughts & Writing

Longer reflections on AI, data, research methods, and the questions that don't fit neatly into a paper. Not polished arguments, just thinking out loud.

March 2025

The Broken Puzzle Problem

Human error in cybersecurity isn't random. It follows patterns. And patterns mean the problem isn't the person. It's the picture we asked them to complete.

Human Factors Predictive Analytics Ethical AI

March 2025

Why Culture Matters in Cybersecurity

After years researching how people from different cultures perceive and respond to digital threats, I've come to believe that one-size-fits-all security training is doing more harm than good…

Cybersecurity Research Culture