{"id":13332,"date":"2024-11-23T16:16:54","date_gmt":"2024-11-23T16:16:54","guid":{"rendered":"https:\/\/www.yiaho.com\/why-do-they-say-ai-consumes-water-here-is-the-reason\/"},"modified":"2024-11-23T16:16:54","modified_gmt":"2024-11-23T16:16:54","slug":"why-do-they-say-ai-consumes-water-here-is-the-reason","status":"publish","type":"post","link":"https:\/\/www.yiaho.com\/en\/why-do-they-say-ai-consumes-water-here-is-the-reason\/","title":{"rendered":"Why do they say AI consumes water? Here is the reason"},"content":{"rendered":"

Artificial intelligence is often perceived as an abstract technology, but it has significant environmental impacts, particularly regarding water consumption.<\/p>\n

This consumption is linked not only to the data centers that process massive amounts of data, but also to the training of AI models and the manufacturing of electronic components essential to these technologies. Let’s look together at why and how artificial intelligence consumes water. <\/p>\n

AI: Energy needs and water consumption<\/h2>\n

Training AI models, especially those based on machine learning and deep learning, requires considerable computing power, which translates into substantial energy consumption.<\/p>\n

A study from the University of Massachusetts Amherst revealed that training a natural language processing model, such as ChatGPT-3, can consume up to 1,287 MWh of energy, which is equivalent to the energy used by about 120 American households over a year.<\/p>\n

This energy-intensive process has an indirect impact on water consumption, as electricity production, particularly in thermal power plants, generally requires significant amounts of water for cooling.<\/p>\n

Also read on this topic: Does AI pollute? Here is the answer<\/a> <\/p>\n

The impact on data centers<\/h3>\n

Data centers, which house the servers needed for data processing and storage, also use water-based cooling systems.<\/p>\n

According to a 2021 report from the International Energy Agency (IEA), data centers consumed about 200 TWh of electricity in 2020, resulting in water consumption for cooling that can reach 1.5 to 2 million gallons per year per center, which corresponds to about 5.7 to 7.6 million liters.<\/p>\n

Estimation of data center water consumption<\/h3>\n

To give an idea of water consumption at a global level, consider that there were about 8 million data centers in the world in 2020. If we take an average of 1.5 million gallons per year per center, this would translate to a total annual consumption of about 12 trillion gallons of water (which is equivalent to about 45.4 billion liters of water). <\/p>\n

Considering that AI represents a growing share of the use of these data centers, it is reasonable to assume that a significant proportion of this water consumption is directly linked to AI applications.<\/p>\n

See also: Why is AI scary? The 5 main reasons<\/a><\/p>\n

Manufacturing of electronic components<\/h3>\n

The production of semiconductors, essential for the operation of AI systems, is also water-intensive. According to a 2022 study by SEMI, manufacturing a single chip can require up to 10,000 liters of water. <\/p>\n

In 2021, it was estimated that the semiconductor industry consumed about 2.5 million liters of water per day in the United States. This highlights that even before AI devices are used, their manufacturing already involves significant water consumption. <\/p>\n

Estimation of AI-related water consumption<\/h2>\n

To estimate the water consumption specifically attributable to AI, we can consider that AI applications represent about 10% of total data center usage.<\/p>\n

This would mean that about 4.5 billion liters of water per year could be directly linked to AI, not counting the water used for training AI models or manufacturing the necessary electronic components.<\/p>\n

The environmental footprint<\/h3>\n

A 2022 study published in the journal “Nature Communications” estimated that the water cost of AI could reach 5.4 billion cubic meters of water per year globally. This includes not only the water used for energy and cooling, but also for manufacturing electronic components. <\/p>\n

At a time when awareness of environmental issues is increasing, these figures highlight the substantial impact of AI on water resources.<\/p>\n

Towards a more sustainable AI?<\/h3>\n

To mitigate this impact, many tech companies are working to improve the energy efficiency of their operations. Initiatives aimed at making data centers more efficient, using alternative cooling systems, and resorting to renewable energy sources are underway. <\/p>\n

For example, companies like Google and Microsoft have announced that they are committed to reducing their water footprint and operating on 100% renewable energy.<\/p>\n

In conclusion, although AI is often perceived as an advanced technology, its water consumption is a concerning reality that deserves to be examined.<\/p>\n

Recognizing this consumption is essential for developing sustainable solutions and minimizing the environmental impact of this technology while continuing to benefit from its innovations.<\/p>\n","protected":false},"excerpt":{"rendered":"

Artificial intelligence is often perceived as an abstract technology, but it has significant environmental impacts, particularly regarding water consumption. This consumption is linked not only to the data centers that process massive amounts of data, but also to the training of AI models and the manufacturing of electronic components essential to these technologies. Let’s look… Read More »Why do they say AI consumes water? Here is the reason<\/span><\/a><\/p>\n","protected":false},"author":4,"featured_media":13334,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"off","neve_meta_content_width":70,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","neve_meta_reading_time":"","footnotes":""},"categories":[49],"tags":[],"class_list":["post-13332","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news"],"yoast_head":"\nWhy do they say AI consumes water? Here is the reason<\/title>\n<meta name=\"description\" content=\"YIAHO - AI News - Why do they say AI consumes water? 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