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The Keskin Report: AI Agents, Gulf Pipelines, and a Stock Market That Needs a Hug

Five things that mattered in tech this week — from self-optimizing AI to the UAE's infrastructure bet that makes Hormuz nervous.

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Dario Keskin

May 22 · 4 min read

Key takeaways

SOLAR and related arXiv research this week signal that the autonomous agent space is entering a more serious phase — lifelong adaptation and industrial simulation are no longer just research concepts.
The UAE's Hormuz bypass pipeline being nearly 50% complete is a major geopolitical-infrastructure signal with direct implications for Gulf tech and energy-dependent digital sectors.
BIST 100 dropping 6.24% in a single session to 13,163.88 is a sharp warning for Turkish founders and investors — currency and macro exposure must be modeled, not ignored.
LLM Theory of Mind limitations, highlighted in new research, are a live product risk for any conversational AI application that depends on nuanced user modeling.
The Saudi sports economy is generating real digital infrastructure demand — founders pitching into that space need to build for what the SPL is becoming, not what it is today.

Welcome back to The Keskin Report. Pour something strong. This week had a bit of everything: academic AI that could actually matter, a Gulf infrastructure play with serious geopolitical weight, a Turkish market in freefall, and the usual background noise of pivots dressed as revolutions. Let's get into it.

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1. THE AI AGENT ARMS RACE GOT A RESEARCH BOOSTER

A paper out of arXiv this week introduced SOLAR — a self-optimizing autonomous agent designed for lifelong learning and continual adaptati…

#AI Agents○ ...#Gulf Infrastructure○ ...#Turkish Markets○ ...#LLM Research○ ...