{"id":5303,"date":"2023-09-09T19:04:11","date_gmt":"2023-09-09T19:04:11","guid":{"rendered":"https:\/\/dailyai.com\/?p=5303"},"modified":"2023-09-09T19:08:53","modified_gmt":"2023-09-09T19:08:53","slug":"microsofts-ai-workloads-causes-water-consumption-to-rocket","status":"publish","type":"post","link":"https:\/\/dailyai.com\/de\/2023\/09\/microsofts-ai-workloads-causes-water-consumption-to-rocket\/","title":{"rendered":"Microsofts KI-Workloads lassen Wasserverbrauch in die H\u00f6he schnellen"},"content":{"rendered":"

Running AI workloads has caused Microsoft\u2019s water consumption to increase dramatically, inciting concerns over local water supplies in West Des Moines, Iowa.\u00a0<\/b><\/p>\n

Microsoft\u2019s 2022 environmental report<\/span><\/a> discloses a 34% surge in Microsoft\u2019s global water usage, nearly 1.7 billion gallons in 2022 alone. Water consumption at the Las Vegas data center doubled, whereas Oregon’s remained similar, according to Fortune<\/a>.\u00a0<\/span><\/p>\n

The report primarily highlights Microsoft’s successes in reducing its land-use footprint, improving waste management, and cutting single-use plastics and non-renewable energy.\u00a0<\/span><\/p>\n

The dramatic rise has sparked particular concerns in West Des Moines, Iowa, where Microsoft’s data centers consume large volumes of water, affecting the local supply.\u00a0<\/span><\/p>\n

ChatGPT, co-developed by Microsoft and OpenAI, requires colossal water resources to cool the supercomputers that train its language models.\u00a0<\/span><\/p>\n

According to Shaolei Ren, a researcher at the University of California, Riverside, “It\u2019s fair to say the majority of the growth is due to AI,” including Microsoft’s “heavy investment in generative AI and partnership with OpenAI.”<\/span><\/p>\n

In an impending research paper, Ren estimates that each 5 to 50 prompt interaction with ChatGPT consumes an eye-watering 500 milliliters of water.\u00a0<\/span><\/p>\n

He adds, \u201cMost people are not aware of the resource usage underlying ChatGPT. If you\u2019re not aware of the resource usage, then there\u2019s no way that we can help conserve the resources.\u201d<\/span><\/p>\n

The thirst for AI<\/span><\/h2>\n

The trend is not confined to Microsoft alone. Google has also seen a 20% rise in water consumption, largely attributed to AI initiatives, according to Ren.\u00a0<\/span><\/p>\n

Water and energy consumption results in vast CO2 emissions. A <\/span>2019 study<\/span><\/a> from the University of Massachusetts found that training one transformer-based machine learning (ML) model could generate 626,000 tons of CO2.\u00a0<\/span><\/p>\n

\"AI
CO2 impact of training AI models. Source: MIT Technology Review<\/a>.<\/figcaption><\/figure>\n

Additionally, in 2016, data centers \u2013 which are fundamental to deploying AI models \u2013 were estimated to account for 1 to 3% of the world\u2019s electricity consumption.\u00a0<\/span><\/p>\n

In response to concerns, Microsoft issued a statement, saying, “We will continue to monitor our emissions, accelerate progress while increasing our use of clean energy to power data centers, purchasing renewable energy, and other efforts to meet our sustainability goals of being carbon negative, water positive and zero waste by 2030.”<\/span><\/p>\n

OpenAI resonated with Microsoft\u2019s sentiments, emphasizing that they are giving \u201cconsiderable thought\u201d to optimizing resource use.<\/span><\/p>\n

Microsoft’s data centers in West Des Moines have been expanding rapidly. According to Steve Gaer, the city’s former mayor, Microsoft has been a substantial tax contributor but has remained “pretty secretive on what they\u2019re doing out there.”<\/span><\/p>\n

Microsoft’s commitment to Iowa was further highlighted when the company’s president, Brad Smith, revealed that they had built an “advanced AI supercomputing data center” in the state.\u00a0<\/span><\/p>\n

Smith said, “It was made by these extraordinary engineers in California, but it was really made in Iowa.”<\/span><\/p>\n

Water usage and regional differences<\/span><\/h2>\n

Despite the intensive water usage, Iowa presents an interesting case of environmental efficiency.\u00a0<\/span><\/p>\n

As Ren states, “In terms of training, there\u2019s no difference [between Arizona and Iowa]. In terms of water consumption or energy consumption, there\u2019s a big difference.”<\/span><\/p>\n

Iowa’s temperate climate allows Microsoft to use ambient air to cool its data centers for much of the year, unlike its Arizona centers, which demand far more water.\u00a0<\/span><\/p>\n

Nonetheless, the West Des Moines Water Works noted that during July 2022, Microsoft\u2019s water consumption accounted for 6% of the entire district\u2019s usage.\u00a0<\/span><\/p>\n

Consequently, future collaboration with Microsoft is conditioned on the company demonstrating “technology to significantly reduce peak water usage.”<\/span><\/p>\n

As the thirst for AI grows, so too does its environmental footprint, compelling tech giants and local governments alike to consider the full scale of its impact.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Die Ausf\u00fchrung von KI-Workloads hat den Wasserverbrauch von Microsoft drastisch ansteigen lassen, was zu Bedenken hinsichtlich der lokalen Wasserversorgung in West Des Moines, Iowa, gef\u00fchrt hat. Microsofts Umweltbericht f\u00fcr das Jahr 2022 offenbart einen Anstieg des weltweiten Wasserverbrauchs um 34%, fast 1,7 Milliarden Gallonen allein im Jahr 2022. Der Wasserverbrauch des Rechenzentrums in Las Vegas verdoppelte sich, w\u00e4hrend der Verbrauch in Oregon laut Fortune \u00e4hnlich blieb. Der Bericht hebt vor allem Microsofts Erfolge bei der Verringerung der Landnutzung, der Verbesserung des Abfallmanagements, der Reduzierung von Einwegplastik und nicht erneuerbarer Energie hervor. Der dramatische Anstieg hat insbesondere in West Des Moines, Iowa, Besorgnis ausgel\u00f6st, wo Microsofts Rechenzentren gro\u00dfe Mengen an Wasser verbrauchen,<\/p>","protected":false},"author":2,"featured_media":5304,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[115,306,121,93],"class_list":["post-5303","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-chatgpt","tag-environment","tag-microsoft","tag-openai"],"yoast_head":"\nMicrosoft's AI workloads causes water consumption to rocket | DailyAI<\/title>\n<meta name=\"description\" content=\"Running AI workloads has caused Microsoft\u2019s water consumption to increase dramatically, inciting concerns over local water supplies in West Des Moines, Iowa.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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