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๐—ก๐—ผ ๐— ๐—ถ๐—ฟ๐—ฎ๐—ฐ๐—น๐—ฒ๐˜€: ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—”๐—œ, ๐—˜๐—ป๐—ฒ๐—ฟ๐—ด๐˜†, ๐—ฎ๐—ป๐—ฑ ๐—ก๐˜‚๐—ฐ๐—น๐—ฒ๐—ฎ๐—ฟ ๐—›๐˜†๐—ฝ๐—ฒ

Writer: Emin AskerovEmin Askerov

The title may not win Christmas cheer awards, but letโ€™s channel a bit of Scrooge to debunk a growing myth: nuclear as the savior for AIโ€™s energy appetite.


In my year-end post, I dubbed small modular reactors the โ€œfad of the year,โ€ but I missed the deeper storyโ€”the energy implications of the AI revolution. Then I came across Michael Liebreichโ€™s article on AI-driven energy demand and its ripple effects. Itโ€™s a must-read, packed with sharp insights and Liebreichโ€™s signature wit. Here are the highlights (but trust me, the full article is worth your time):


๐Ÿ’ธ ๐—ง๐—ต๐—ฒย $๐Ÿฒ๐Ÿฌ๐Ÿฌ๐—•ย ๐—ค๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป

Thatโ€™s the revenue AI needs to justify the billions poured into it. So far, only a fraction of this number has a clear roadmap.


โšก ๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ-๐—›๐˜‚๐—ป๐—ด๐—ฟ๐˜†ย ๐—ค๐˜‚๐—ฒ๐—ฟ๐—ถ๐—ฒ๐˜€

A single ChatGPT prompt consumes 2.9 watt-hours. Compare that to 0.3 watt-hours for a Google search. Scale this across billions of users, and youโ€™re looking at serious energy consumption.


โ†”๏ธ ๐—”๐—œย ๐—”๐—ป๐—ฑย ๐—˜๐—ป๐—ฒ๐—ฟ๐—ด๐˜†ย - ๐—”ย ๐—ง๐˜„๐—ผ-๐—ช๐—ฎ๐˜†ย ๐—ฆ๐˜๐—ฟ๐—ฒ๐—ฒ๐˜ย 

Deploying AI not only increases energy consumption but also helps to reduce it by optimizing power generation, transmission and consumption. Mr. Liebreich estimates 30 GW of new dispatchable capacity will be needed in the US by 2030, with 15 GW more globally.


โ˜ข๏ธ ๐—ก๐˜‚๐—ฐ๐—น๐—ฒ๐—ฎ๐—ฟย ๐—œ๐˜€๐—ปโ€™๐˜ย ๐˜๐—ต๐—ฒย ๐—”๐—ป๐˜€๐˜„๐—ฒ๐—ฟ

Despite the buzz around SMRs, nuclear wonโ€™t power the AI boom. Itโ€™s too slow to deploy and too expensive.


โ˜€๏ธ ๐—ฅ๐—ฒ๐—ป๐—ฒ๐˜„๐—ฎ๐—ฏ๐—น๐—ฒ๐˜€ย ๐—”๐—ฟ๐—ฒ

Solar, wind, batteries, and some backup gas plants will shoulder the loadโ€”delivering the power AI needs at a fraction of the cost and time nuclear requires.


For your last weekend read of 2024, dive into Michael Liebreichโ€™s articleโ€”equal parts thought-provoking and entertaining. And as always, Iโ€™m curious to hear your thoughts: Is AI a boon or bane for energy systems? Drop your take in the comments below, and follow me for more green tech scale-up insights!


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© Emin Askerov, 2023.

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