Writing & research

Peer-reviewed research and press on trustworthy AI engineering, enterprise modernization, and fairness in the systems people work inside every day. Each page carries my own notes on why the piece exists, and links to the published original.

• August 2026

  When the Data Talks Back

  Prompt injection is a systems-engineering problem, not a model problem. You cannot instruct your way out of it, because the model cannot tell your instructions apart from the data it reads.

  Research article · Hampton Global Business Review
• July 2026

  AI Is Not Software

  Fifty years of software assumptions — deterministic, obedient, nearly free to scale — do not hold for probabilistic systems. Planning as if they do is how AI programs quietly go wrong.

  Research article · Global Business & Economics Journal
• 2026

  Architecture Is Employee Experience

  A profile on the practical evolution of workforce technology: why data flow, integration reliability, and absorbed complexity decide the employee experience.

  Interview · Success Quarterly
• 2026

  Burnout Is Also a Software Architecture Problem

  On building enterprise systems: human debt, ratio-based recognition fairness, and why delivery metrics belong in the same conversation as human impact.

  Interview · HackerNoon

The argument underneath all of it lives on Architecture Is Employee Experience.