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Mohamed Bal

Founder & CTO of DEVUP AI, Algeria's first AI inference gateway. Building production-grade AI infrastructure for Algerian developers — 170+ models, one API, local DZD billing.

Algiers, Algeria Joined on Jul 1, 2026 https://devupdz.com

Work

Founder & CTO at DEVUP AI

Jul 15

Your SAE Passed the Cosine Similarity Bar. That Doesn't Mean It

#machinelearning #deeplearning #ai #llm

6 min read

Jul 10

A Perfect 1.000 Cosine Match That Never Fires: The Hidden Trap in SAE Evaluation

#ai #python #opensource #machinelearning

26 min read

Jul 8

I Ran a Causal Test on Sparse Autoencoders — 77% of 'Recovered' Features Turned Out to Be Causally Inert

#ai #machinelearning #python #llm

26 min read

Jul 4

Quantum-Inspired, Not Quantum: The Physics of Tensor Networks Behind Production LLM Compression

#ai #machinelearning #python #performance

23 min read

Jul 4

MiniMax-M3 on DEVUP AI — A Technical Deep Dive into MiniMax Sparse Attention, Benchmarks, and Production Integration

#ai #llm #api #buildinpublic

7 min read

Jul 1

Why Algeria Needs Its Own AI Infrastructure — and Why I'm Building It

#ai #webdev #opensource #machinelearning

3 min read

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