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MEH
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Essays on AI, robotics, inference optimization, and the future of intelligent systems.

The Kid Who Wanted to Change the World — and Kept Getting Closer

A personal essay on growing up obsessed with discovery, the longing to be at the frontier, and what happens when you finally get there.

Apr 5, 2026 · 7 min read · personal

The Agent Doesn't Need Your Map

We build harnesses around AI agents. A recent DeepMind paper asks whether the agent could have built a better structure than we did — and what it means that the answer is yes.

Apr 3, 2026 · 11 min read · ai-ml, futures

Life is a Reinforcement Learning Problem — And That Changes Everything

What happens when you apply the core ideas of Reinforcement Learning — rewards, exploration, delayed feedback — to your own life and career choices.

Mar 24, 2026 · 9 min read · ai-ml

Breaking the Linear Attention Barrier

Why inference gets slower as context grows, and the emerging solutions to break through the linear attention barrier.

Mar 2, 2026 · 12 min read · inference

Where the AI Value Actually Is

Not the hype, not the potential—where is real AI value being created right now?

Feb 15, 2026 · 11 min read · ai-ml, futures

© 2026 Mohamed EL HARCHAOUI

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