AI · Climate · Systems Thinking

Artificial intelligence is being positioned as a decisive climate tool: it will find efficiencies, model risk, orchestrate grids, and stretch material budgets. Some of this is real. But the framing conceals the actual constraint. Emissions curves do not turn because a model becomes more accurate; they turn because institutions choose different investments, tax different activities, and price different externalities. The essay argues that treating AI as a climate solution — rather than a climate instrument — misidentifies the problem, and by doing so risks displacing the political and institutional decisions that emissions reduction actually requires.

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Essays, Concepts, Frameworks, Research — pick the door you want to enter through. Long-form writing on AI, climate, and human judgment by Arda Öztaşkın.

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SpotlightAntalya · 9–20 Nov 2026

COP31 Antalya 2026 — a guide and a reading.

Türkiye's presidency, the counterparty problem of commitment debt, and how to read the outcomes as they arrive.

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Concept · From the lexicon

Epistemic Weaponization

The strategic manipulation of what societies know, doubt, trust, or ignore — treated as an instrument rather than a side-effect.

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Framework

The AI–Sustainability Paradox

What does the net effect of a given AI system look like once its downstream gains and its infrastructure costs are booked against the same accounting boundary?

A framework for reading claims about AI's role in sustainability by forcing them onto a single, auditable ledger.

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Arda Öztaşkın — portrait

Arda Öztaşkın

Writer · AI, climate, human judgment

Turkish writer and columnist. Author of three books on AI, climate, and the loneliness economy. This is the English edition of an independent publication — long-form essays, original concepts, and a running reading of the reports that matter.

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One essay-length dispatch a month: a new concept, a claim worth doubting, and the reports worth your time.

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