Independent analysis · Published weekly
AI strategy, infrastructure & what it means for the region.
Working analysis on enterprise AI deployment, sovereign infrastructure, and how the UAE and the wider GCC are shaping the next decade of applied AI — written for CTOs, policy teams, and investors who need clarity, not headlines.
New analysis · This week
Chat Illusion Module 1: The Uncomfortable Fact
Every chat interface hides a document-completion engine underneath. This first module explains why base language models have no concept of conversation, using a real Hugging Face example and Google Gemma 4 to show what base versus instruct actually means.
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