Mohamed EL HARCHAOUI — AI Engineer. Intelligence for thinking, robotics for doing.

This is where I share reflections on systems reshaping our world.

Featured

Jev by TypeSafe: 7 AI Use Cases for a Decision Model

What Jev is, how it differs from an LLM, and where I would use it

What is TypeSafe's Jev model? A System One decision model that returns typed probabilities instead of text. How it compares to LLMs, and 7 use cases.

Sep 19, 2026 · 5 min read

Recent Writing

View all →

GPT-3.5 Taught AI to Talk. GPT-6 Astra Is Teaching It to Build.

GPT-6 Astra's BenchCAD score and viral 3D demos are the visible part. The less-confirmed, more consequential claim: the same general-purpose model may already pick up an object it's never seen and place it, zero-shot, on a real robot arm — the same shift GPT-3.5 made for language, now happening for physical work.

Sep 12, 2026 · 10 min read · robotics, ai-ml

How to Get Ready for the Future

Intelligence itself now has a price — cost per token — and it is falling toward the cost of human labor. A field guide to positioning for the moment the two prices cross.

Jun 25, 2026 · 9 min read · futures, ai-ml