The Lab: Research, Experiments & Field Notes

A collection of articles, experiments, and field notes from my ongoing work. This is a space to openly share what I'm learning—successes and failures alike—as I explore the frontiers of technology leadership, AI, and software engineering.

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The Great Stall: Why Generative AI Isn't Boosting Your Bottom Line (Yet)

An analysis of why most enterprise Generative AI initiatives are failing to deliver ROI, and a strategic guide to unlocking real value beyond the hype.

October 21, 2025

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The New 95% LLMs: Why More Accuracy Demands More Discipline

A strategic analysis for leaders about the new generation of LLMs (GPT-5, Claude 4.5, Gemini 2.5), examining why lower hallucination rates create a dangerous '95% Trap' and why engineering discipline is now more important than ever.

October 18, 2025