Thoughts & Essays
Technical deep-dives, ideas, and perspectives on engineering and AI.
Sovereign architect part 2: From Philosophy to Protocol
Part 2 of 2 — The Sovereign Architect Part 1 laid out what I believe: engineering is applied philosophy, and the job is to survive human irrationality, se...
Sovereign architect part 1: Engineering Is Applied Philosophy
Part 1 of 2 — The Sovereign Architect "Engineering is applied philosophy. We solve human realities under irrationality, selfishness, and chaos: not just s...
Your Model Isn't a Product Until It's an API: Why AI Engineers Need Backend Skills
A finetuned model sitting in a Jupyter notebook has done nothing for anyone yet. It has no users, no uptime, no way to be called by another system. The momen...
We Cannot Win the Frontier AI Race: Here Is the Race Africa Can Win
In short: Building a frontier AI model to rival GPT, Gemini, or Claude costs hundreds of millions to billions of dollars in compute alone, plus energy infras...