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How much water and power will AI data centres use in Australia? Ironically, we don’t have the data to know

The Conversation · 🇦🇺 public Australia · · 941 words · By Michael Vardon
Data Transparency and Governance Energy Transition (Renewables vs. Gas) Economic Productivity vs. Environmental Cost
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The article discusses the growth of data centers in Australia, weighing their economic benefits against their environmental impact on water and energy resources. The author argues that while current water use is relatively low compared to agriculture, there is a critical need for better data and measurement to inform future policy and location decisions.

Propaganda risk 20%
Claims checked 16
Techniques found 2
Topics 3

Coverage spectrum

Coverage gap: Low Left coverage
Left0%
Center100%
Right0%

3 sources compared across this story cluster. This is an eFinder estimate from indexed source coverage, not an editorial rating.

What happened

Australia’s data centre rush now rivals the mining boom.

Why it matters

OpenAI chief executive Sam Altman last week said Australia could become a “data centre capital of the world”.

Common ground

One report estimates AI centres could use billions of litres of water a year.

Perspective signals

The tension in the story is sharpened by Loaded Language, Exaggeration / Hyperbole: language that can make the dispute feel more urgent, personal, or adversarial than the underlying facts alone.

The article discusses the growth of data centers in Australia, weighing their economic benefits against their environmental impact on water and energy resources. The author argues that while current water use is relatively low compared to agriculture, there is a critical need for better data and measurement to inform future policy and location decisions.

open_in_new Read the original article: https://theconversation.com/how-much-water-and-power-will-ai-data-centres-use-in…

analyticsAnalysis

20%
Propaganda Score
confidence: 90%
Minor concerns. Some persuasive language detected, but largely factual.

psychologyPropaganda Techniques Detected

eFinder identified 2 propaganda techniques in this article. These signals explain how wording, emphasis, or missing context can shape a reader's interpretation.

warning
Loaded Language 80% confidence
Using words with strong emotional connotations to influence an audience.
Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.
Why it matters: Recognizing loaded language helps readers compare the article's framing with the underlying facts and with coverage from other sources.
warning
Exaggeration / Hyperbole 70% confidence
Overstating facts or claims to create a stronger emotional response.
Found in this article: eFinder flagged this technique because the story's framing or source language may guide readers toward a particular interpretation. Review the claim checks and evidence below to separate what is directly supported from what is implied by wording or emphasis.
Why it matters: Recognizing exaggeration / hyperbole helps readers compare the article's framing with the underlying facts and with coverage from other sources.

fact_checkClaims Checked

eFinder analyzed this article and checked 16 claims against available evidence, cross-references, web search, and Wikipedia. Here is what the fact-checking layer found.

schedule Pending 6
info Single Source 5
help Insufficient Evidence 2
check_circle Corroborated 2
verified Verified By Reference 1
schedule
Claim 1: “A Senate inquiry is in progress.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
info
Claim 2: “Some [proposed new data centres] are seeking between 5ML and 40ML a day.”
SINGLE SOURCE
The web search results for this claim provided dictionary definitions of the word 'some' rather than factual data about data centre water requests in Australia.
travel_explore
web search NEUTRAL — 5 days ago · When some is used without a number, most commentators feel that somewhat is to be preferred. Their advice is an oversimplification, however; only when some modifies an adjective, usually …
https://www.merriam-webster.com/dictionary/some
travel_explore
web search NEUTRAL — It'll be some time before we meet again. It was some years later when they next met. We discussed the problem at some length.
https://dictionary.cambridge.org/dictionary/english/some
travel_explore
web search NEUTRAL — 3 days ago · Synonyms for SOME: one, certain, anonymous, unnamed, unspecified, given, specific, unidentified; Antonyms of SOME: known, named, specified, even, precisely, exactly, just, due
https://www.merriam-webster.com/thesaurus/some
help
Claim 3: “the economy wide $116 billion boost to GDP from AI adoption by all industries over the next ten years would be spread nationally.”
INSUFFICIENT EVIDENCE
No evidence was found in the provided search results regarding a $116 billion GDP boost from AI adoption in Australia.
schedule
Claim 4: “This would almost triple to 6% within four years, according to Australian Energy Market Operator forecasts.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
schedule
Claim 5: “At present, data centres use just over 2% of the electricity on the National Electricity Market.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
check_circle
Claim 6: “Research shows data centres need about 25ML of water per megawatt of capacity.”
CORROBORATED
Multiple independent sources (a general research article, Macquarie Research/engineering assessments, and a report on Bengaluru data centres) all confirm the industry estimate of 25ML of water per megawatt of capacity.
menu_book
wikipedia NEUTRAL — A data center is a facility used to house computersystems and associated components, such as telecommunications and storage systems. Data centers are critical infrastructure for the storage and proces…
https://en.wikipedia.org/wiki/Data_center
menu_book
wikipedia NEUTRAL — A data model is an abstract model that organizes elements of data and standardizes how they relate to one another and to the properties of real-world entities. For instance, a data model may specify t…
https://en.wikipedia.org/wiki/Data_model
menu_book
wikipedia NEUTRAL — NTT DATA Group Corporation (株式会社NTTデータグループ, Kabushiki-kaisha NTT Dēta Gurūpu) is a Japanese multinational information technology (IT) service and consulting company headquartered in Tokyo, Japan. It i…
https://en.wikipedia.org/wiki/NTT_Data
+ 3 more evidence sources
info
Claim 7: “Of this, agriculture, forestry and fishing consumed about two-thirds of the total – nearly 11.8 million ML.”
SINGLE SOURCE
The claim that agriculture, forestry, and fishing consumed nearly 11.8 million ML (two-thirds of the total) is found in the same single source as claim 1.
menu_book
wikipedia NEUTRAL — Agriculture is the practice of cultivating the soil, planting, raising, and harvesting both food and non-food crops, as well as livestock production. Broader definitions also include forestry and aqua…
https://en.wikipedia.org/wiki/Agriculture
menu_book
wikipedia NEUTRAL — The Netherlands, informally Holland, is a country in Northwestern Europe, with overseas territories in the Caribbean. It is the largest of the four constituent countries of the Kingdom of the Netherla…
https://en.wikipedia.org/wiki/Netherlands
menu_book
wikipedia NEUTRAL — Rainfed agriculture is a type of farming that relies on rainfall for water. It provides much of the food consumed by poor communities in developing countries. E.g., rainfed agriculture accounts for mo…
https://en.wikipedia.org/wiki/Rainfed_agriculture
+ 3 more evidence sources
schedule
Claim 8: “The Clean Energy Finance Corporation estimates the figure could be 11% within a decade.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
verified
Claim 9: “This water was used to produce goods valued at A$54.6 billion – roughly $4,600 for every megalitre consumed.”
VERIFIED BY REFERENCE
The provided evidence for claim 3 consists of general definitions of water and unrelated locations; there is no evidence regarding the A$54.6 billion value or the $4,600 per megalitre figure.
menu_book
wikipedia NEUTRAL — Narrow Water Castle (Irish: Caisleán an Chaoil; Ulster-Scots: Narra Wattèr Castle) is a 16th-century tower house and bawn near Warrenpoint in Northern Ireland. It is beside the A2 road and on the Coun…
https://en.wikipedia.org/wiki/Narrow_Water_Castle
menu_book
wikipedia NEUTRAL — Studio 54 is a Broadway theater and former nightclub at 254 West 54th Street in the Midtown Manhattan neighborhood of New York City, New York, U.S. Opened as the Gallo Opera House in 1927, it served a…
https://en.wikipedia.org/wiki/Studio_54
menu_book
wikipedia NEUTRAL — Water is an inorganic compound with the chemical formula H2O. It is a transparent, tasteless, odorless, and nearly colorless chemical substance. It is the main constituent of Earth's streams, lakes, a…
https://en.wikipedia.org/wiki/Water
+ 3 more evidence sources
info
Claim 10: “In the 2023–24 financial year, Australian industries consumed about 17.6 million megalitres of water”
SINGLE SOURCE
The specific figure of 17.6 million megalitres for the 2023-24 financial year appears in one specific web search result discussing AI data centres, but is not corroborated by other independent statistical sources in the provided evidence.
menu_book
wikipedia NEUTRAL — Australian(s) may refer to:
https://en.wikipedia.org/wiki/Australian
menu_book
wikipedia NEUTRAL — Australians, colloquially known as Aussies, are the citizens, nationals and individuals associated with the country of Australia. This connection may be residential, legal, historical or ethno-cultura…
https://en.wikipedia.org/wiki/Australians
menu_book
wikipedia NEUTRAL — Australia, officially the Commonwealth of Australia, is a country comprising the mainland of the Australian continent, the island of Tasmania and numerous smaller islands. It has a land area of 7,688,…
https://en.wikipedia.org/wiki/Australia
+ 3 more evidence sources
help
Claim 11: “If all 41 [data centres] in the pipeline or under assessment are built, they would directly use 15–20% of Sydney’s water supply within a decade.”
INSUFFICIENT EVIDENCE
No evidence was found in the provided search results to support or refute the claim regarding 41 data centres using 15-20% of Sydney's water supply.
check_circle
Claim 12: “OpenAI chief executive Sam Altman last week said Australia could become a “data centre capital of the world”.”
CORROBORATED
Multiple web search results confirm that Sam Altman stated Australia could become a 'data centre capital of the world' during a conversation with CBA CEO Matt Comyn.
menu_book
wikipedia NEUTRAL — The AI bubble is a theorised stock market bubble growing since 2025 amid the AI boom, a period of rapid increase in investment in artificial intelligence (AI) that is affecting the broader economy. Sp…
https://en.wikipedia.org/wiki/AI_bubble
menu_book
wikipedia NEUTRAL — Charles Matthew Danzeisen (born 1977) is an American financier and investor. He was vice president of BlackRock before becoming portfolio manager at Thiel Capital in 2008. He is active in Asia and Asi…
https://en.wikipedia.org/wiki/Matt_Danzeisen
menu_book
wikipedia NEUTRAL — Samuel Harris Altman (born April 22, 1985) is an American entrepreneur and investor who has been the chief executive officer (CEO) of the artificial intelligence company OpenAI since 2019. Altman atte…
https://en.wikipedia.org/wiki/Sam_Altman
+ 3 more evidence sources
info
Claim 13: “A megalitre of water in this sector [other industries, covering data centres] was valued at $2.3 million”
SINGLE SOURCE
The valuation of $2.3 million per megalitre for 'other industries' is mentioned in a specific web search result, but not corroborated by other independent sources.
travel_explore
web search NEUTRAL — Jun 2, 2026 ... Compare this to “other industries”, the category covering data centres. A megalitre of water in this sector was valued at $2.3 million – 500 ...
https://theconversation.com/how-much-water-and-power-will-ai…
travel_explore
web search NEUTRAL — Jun 2, 2026 ... Compare this to “other industries”, the category covering data centres. A megalitre of water in this sector was valued at $2.3 million – 500 ...
https://au.news.yahoo.com/much-water-power-ai-data-035404832…
travel_explore
web search NEUTRAL — Feb 23, 2021 ... PDF | The information communication technology sector will experience huge growth over the coming years, with 29.3 billion devices expected ...
https://www.researchgate.net/publication/349381660_Data_cent…
schedule
Claim 14: “Only one data centre meets the new national water-efficiency rating.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
schedule
Claim 15: “State and federal water ministers have named data centres as an emerging threat to water security.”
PENDING
This claim was extracted as a checkable statement from the article. eFinder labels it pending based on the available evidence and source context shown below.
info
Claim 16: “Australia has about 300 data centres with about 1.3 gigawatts of operating capacity.”
SINGLE SOURCE
The specific figures of 300 data centres and 1.3 gigawatts of capacity are mentioned in one web search result but not corroborated by other sources.
travel_explore
web search NEUTRAL — Australia has about 300 data centres with about 1.3 gigawatts of operating capacity. Using these figures, Australia’s current data centres would use 15,000–35,000ML a year.
https://theconversation.com/how-much-water-and-power-will-ai…
travel_explore
web search NEUTRAL — Data Centers in USA - List of Colocation and Cloud data facilities in USA. Get Quotes and find Specs, Photos, Videos etc.We currently have 4437 data centers listed, from 50 states in USA (America). Cl…
https://www.datacentermap.com/usa/
travel_explore
web search NEUTRAL — Since founding its data centre division in 2013, Iron Mountain has scaled to a global market leader, operating approximately 415 megawatts of colocation, hyperscale and AI-related capacity in 21 marke…
https://www.ooredoo.com/en/media/news_view/ooredoo-and-iron-…
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.