AI and Emissions: Scotland's Data Centre Policy Ignores the Carbon Cost of Neural Networks

The Scottish government is courting investors in AI data centres under a green banner. But an analysis found that the 2022 definition of a "green" data centre, written before ChatGPT, does not count emissions from model training, chip manufacturing or supporting infrastructure. In short: greenwashing dressed up as sustainability.

AI-processed from Guardian; edited by Hamidun News
AI and Emissions: Scotland's Data Centre Policy Ignores the Carbon Cost of Neural Networks
Source: Guardian. Collage: Hamidun News.
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The Scottish government pitches data centres as an ideal home for AI, citing low temperatures and renewable energy. But an analysis of the planning framework reveals a contradiction: the "green" policy ignores emissions tied to the energy consumption of neural networks.

Why do AI data centres consume so much electricity?

Training and running neural networks demands enormous computing power, which directly drives data centres' energy consumption.

What real emissions do AI data centres produce?

Beyond direct emissions from cooling systems, one must account for the carbon footprint of generating the electricity that powers neural network operations. Environmental policy often overlooks this.

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Key Questions Answered

Why do AI data centres consume so much electricity?

Training and running neural networks demands enormous computing power, which directly drives data centres' energy consumption.

What real emissions do AI data centres produce?

Beyond direct emissions from cooling systems, one must account for the carbon footprint of generating the electricity that powers neural network operations. Environmental policy often overlooks this.

ZK
Zhemal Khamidun — CPO at Alpina Digital, product manager of AlpinaGPT. Building AI products since 2019. Hamidun News is a pet project that grew into a production aggregator with 6,000+ readers.
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