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You’re Thinking About AI and Water All Wrong

You’re Thinking About AI and Water All Wrong

Last month, journalist Karen Hao posted a Twitter thread in which she acknowledged that there was a substantial error in her blockbuster book Empire of AI. Hao had written that a proposed Google data center in a town near Santiago, Chile, could require “more than one thousand times the amount of water consumed by the entire population”—a figure which, thanks to a unit misunderstanding, appears to have been off by a magnitude of 1,000.

In the thread, Hao thanked Andy Masley, the head of an effective altruism organization in Washington, DC, for bringing the correction to her attention. Masley has spent the past several months questioning some of the numbers and rhetoric common in popular media about water use and AI on his Substack. Masley’s main post, titled “The AI Water Issue Is Fake,” has been linked in recent months by other writers with large followings, including Matt Yglesias and Noah Smith. (Hao said in her Twitter thread that she would be working with her publisher to fix the errors; her publicist told me she was taking time off and was unavailable to chat with me for this story.)

When I called him to talk more about AI and water, Masley emphasized that he’s not an expert, but “just some guy” interested in how the media was handling this topic—and how it was shaping the opinions of people around him.

“I would sometimes bring up that I used ChatGPT at parties, and people would be, like, ‘Oh, that uses so much energy and water. How can you use that?’” he says. “I was a little bit surprised when people would be talking so grimly about just a little bit of water.”

As local and national opposition to data centers has grown, so, too, have concerns about their environmental impacts. Earlier this week, more than 230 green groups sent a letter to Congress, warning that AI and data centers are “threatening Americans’ economic, environmental, climate and water security.”

The AI industry has started fighting back. In November, the cochairs of the AI Infrastructure Coalition, a new industry group, authored an op-ed for Fox News that touched on environmental worries. “Water usage? Minimal and often recycled—less than America’s golf courses,” they wrote. One of the authors of the op-ed, former Arizona senator Kyrsten Sinema, is currently advocating in favor of a data center project in the state that has prompted local pushback, including because of concerns about water use. The coalition also approvingly retweeted a post from Masley on the impact of AI on energy prices. (Masley maintains an exhaustive disclaimer on his Substack refuting allegations that he’s being paid by industry to share his opinions.)

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According to the Wall Street Journal, the export control directive that led to Anthropic cutting off access to Fable 5 and Mythos 5 was triggered in part by cybersecurity research from Amazon and conversations between CEO Andy Jassy and the White House. According to the report, the paper from Amazon claims that, through a series of prompts, it was able to get Fable 5 to serve up information that could be used in cyberattacks. Amazon has yet to respond to a request for comment.

Shortly after Jassy shared the company’s findings with the government, it made the call to block its use by foreign nationals. Complicating this issue is that many of Anthropic’s researchers are foreign-born, meaning they were barred from accessing their own product.

In a statement, Anthropic disputed the government’s characterization of the issue as a “jailbreak.” It argued that many of the same vulnerabilities could be discovered using other publicly available models, including GPT 5.5. Some security researchers appear to back the company’s interpretation. Katie Moussouris, the founder and CEO of LutaSecurity posted on BlueSky that “I’ve seen the paper. It’s not a jailbreak.” Former Commerce Department official Kate Koren speculated to the WSJ that the White House’s dislike of Anthropic may have influenced the decision.

Anthropic and the Trump administration have been at odds for some time over the company’s refusal to allow its AI to be used for mass surveillance of Americans or to power lethal autonomous weapons. In February, Trump instructed federal agencies to stop using Anthropic’s AI. And just hours later, Secretary of Defense Pete Hegseth designated the company a supply chain risk.

The government and the company seemed to have made amends, and the two had worked together to expand access to Mythos. However, now the two seem destined to clash again.

#Amazon #security #research #reportedly #led #White #Houses #Anthropic #Fable #banAI,Amazon,Anthropic,News,Policy,Politics,Security,Tech">Amazon security research reportedly led to the White House’s Anthropic Fable banAccording to the Wall Street Journal, the export control directive that led to Anthropic cutting off access to Fable 5 and Mythos 5 was triggered in part by cybersecurity research from Amazon and conversations between CEO Andy Jassy and the White House. According to the report, the paper from Amazon claims that, through a series of prompts, it was able to get Fable 5 to serve up information that could be used in cyberattacks. Amazon has yet to respond to a request for comment.Shortly after Jassy shared the company’s findings with the government, it made the call to block its use by foreign nationals. Complicating this issue is that many of Anthropic’s researchers are foreign-born, meaning they were barred from accessing their own product.In a statement, Anthropic disputed the government’s characterization of the issue as a “jailbreak.” It argued that many of the same vulnerabilities could be discovered using other publicly available models, including GPT 5.5. Some security researchers appear to back the company’s interpretation. Katie Moussouris, the founder and CEO of LutaSecurity posted on BlueSky that “I’ve seen the paper. It’s not a jailbreak.” Former Commerce Department official Kate Koren speculated to the WSJ that the White House’s dislike of Anthropic may have influenced the decision.Anthropic and the Trump administration have been at odds for some time over the company’s refusal to allow its AI to be used for mass surveillance of Americans or to power lethal autonomous weapons. In February, Trump instructed federal agencies to stop using Anthropic’s AI. And just hours later, Secretary of Defense Pete Hegseth designated the company a supply chain risk.The government and the company seemed to have made amends, and the two had worked together to expand access to Mythos. However, now the two seem destined to clash again.#Amazon #security #research #reportedly #led #White #Houses #Anthropic #Fable #banAI,Amazon,Anthropic,News,Policy,Politics,Security,Tech

Wall Street Journal, the export control directive that led to Anthropic cutting off access to Fable 5 and Mythos 5 was triggered in part by cybersecurity research from Amazon and conversations between CEO Andy Jassy and the White House. According to the report, the paper from Amazon claims that, through a series of prompts, it was able to get Fable 5 to serve up information that could be used in cyberattacks. Amazon has yet to respond to a request for comment.

Shortly after Jassy shared the company’s findings with the government, it made the call to block its use by foreign nationals. Complicating this issue is that many of Anthropic’s researchers are foreign-born, meaning they were barred from accessing their own product.

In a statement, Anthropic disputed the government’s characterization of the issue as a “jailbreak.” It argued that many of the same vulnerabilities could be discovered using other publicly available models, including GPT 5.5. Some security researchers appear to back the company’s interpretation. Katie Moussouris, the founder and CEO of LutaSecurity posted on BlueSky that “I’ve seen the paper. It’s not a jailbreak.” Former Commerce Department official Kate Koren speculated to the WSJ that the White House’s dislike of Anthropic may have influenced the decision.

Anthropic and the Trump administration have been at odds for some time over the company’s refusal to allow its AI to be used for mass surveillance of Americans or to power lethal autonomous weapons. In February, Trump instructed federal agencies to stop using Anthropic’s AI. And just hours later, Secretary of Defense Pete Hegseth designated the company a supply chain risk.

The government and the company seemed to have made amends, and the two had worked together to expand access to Mythos. However, now the two seem destined to clash again.

#Amazon #security #research #reportedly #led #White #Houses #Anthropic #Fable #banAI,Amazon,Anthropic,News,Policy,Politics,Security,Tech">Amazon security research reportedly led to the White House’s Anthropic Fable ban

According to the Wall Street Journal, the export control directive that led to Anthropic cutting off access to Fable 5 and Mythos 5 was triggered in part by cybersecurity research from Amazon and conversations between CEO Andy Jassy and the White House. According to the report, the paper from Amazon claims that, through a series of prompts, it was able to get Fable 5 to serve up information that could be used in cyberattacks. Amazon has yet to respond to a request for comment.

Shortly after Jassy shared the company’s findings with the government, it made the call to block its use by foreign nationals. Complicating this issue is that many of Anthropic’s researchers are foreign-born, meaning they were barred from accessing their own product.

In a statement, Anthropic disputed the government’s characterization of the issue as a “jailbreak.” It argued that many of the same vulnerabilities could be discovered using other publicly available models, including GPT 5.5. Some security researchers appear to back the company’s interpretation. Katie Moussouris, the founder and CEO of LutaSecurity posted on BlueSky that “I’ve seen the paper. It’s not a jailbreak.” Former Commerce Department official Kate Koren speculated to the WSJ that the White House’s dislike of Anthropic may have influenced the decision.

Anthropic and the Trump administration have been at odds for some time over the company’s refusal to allow its AI to be used for mass surveillance of Americans or to power lethal autonomous weapons. In February, Trump instructed federal agencies to stop using Anthropic’s AI. And just hours later, Secretary of Defense Pete Hegseth designated the company a supply chain risk.

The government and the company seemed to have made amends, and the two had worked together to expand access to Mythos. However, now the two seem destined to clash again.

#Amazon #security #research #reportedly #led #White #Houses #Anthropic #Fable #banAI,Amazon,Anthropic,News,Policy,Politics,Security,Tech
Meta has begun dismantling its $2 billion acquisition of Manus, completing an operational separation from the Chinese-founded AI startup and halting data sharing between the two companies. This is the most concrete step yet toward complying with a divestiture order Beijing issued roughly two months ago on national security grounds.

Meta has cut Manus off from its internal systems, Bloomberg reported, preventing employees from using Manus tools for internal projects as the two companies move toward a full separation.

Meanwhile, according to May reports, the co-founders of Manus have held preliminary discussions about raising approximately $1 billion from outside investors to reclaim the startup from Meta, a move that could pave the way for a Chinese joint venture structure and an eventual listing in Hong Kong, a venue that has seen a surge in AI listings this year for Chinese AI startups like MiniMax and Zhipu.

What was supposed to be a landmark exit for Chinese AI is quickly unraveling. The move underscores Beijing’s determination to retain control over strategically sensitive technology, regardless of a company’s offshore incorporation.

In addition to the forced divestiture, Chinese authorities have since expanded travel restrictions to researchers and executives at private firms, requiring government approval before heading abroad. China is also tightening its grip on foreign capital, with reports indicating that top AI firms, including Moonshot AI, StepFun, and ByteDance, will need government sign-off before accepting U.S. investment, adding another layer to Beijing’s sweeping effort to control its AI sector.

Even as Meta moves to sever ties with Manus, the agentic AI startup has continued to ship new features, rolling out integrations with Similarweb and Shopify.

Manus drew widespread attention with a viral agent demo relocated its staff to Singapore in mid-2025 before announcing a $2 billion acquisition by Meta in December. Chinese regulators moved to scrutinize the transaction earlier this year, citing potential violations of technology export controls and foreign investment rules.

Manus investors, including California-based venture firm Benchmark, have already received their proceeds from the acquisition, while Asian backers, including Tencent, HSG, and ZhenFund, have indicated they will cooperate with the unwinding process, according to the WSJ.

Manus’ Chinese origins with parent company Butterfly Effect drew scrutiny on both sides of the Pacific, with Senator John Cornyn questioning whether American capital should flow to a Chinese-linked firm.

Meta and Manus did not immediately respond to a request for comment outside regular business hours.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Meta #reportedly #moves #unwind #Manus #deal #Beijings #demand #TechCrunchChina,manus,Manus AI,Meta">Meta reportedly moves to unwind B Manus deal after Beijing’s demand | TechCrunch
Meta has begun dismantling its  billion acquisition of Manus, completing an operational separation from the Chinese-founded AI startup and halting data sharing between the two companies. This is the most concrete step yet toward complying with a divestiture order Beijing issued roughly two months ago on national security grounds.

Meta has cut Manus off from its internal systems, Bloomberg reported, preventing employees from using Manus tools for internal projects as the two companies move toward a full separation.







Meanwhile, according to May reports, the co-founders of Manus have held preliminary discussions about raising approximately  billion from outside investors to reclaim the startup from Meta, a move that could pave the way for a Chinese joint venture structure and an eventual listing in Hong Kong, a venue that has seen a surge in AI listings this year for Chinese AI startups like MiniMax and Zhipu.

What was supposed to be a landmark exit for Chinese AI is quickly unraveling. The move underscores Beijing’s determination to retain control over strategically sensitive technology, regardless of a company’s offshore incorporation. 

In addition to the forced divestiture, Chinese authorities have since expanded travel restrictions to researchers and executives at private firms, requiring government approval before heading abroad. China is also tightening its grip on foreign capital, with reports indicating that top AI firms, including Moonshot AI, StepFun, and ByteDance, will need government sign-off before accepting U.S. investment, adding another layer to Beijing’s sweeping effort to control its AI sector. 

Even as Meta moves to sever ties with Manus, the agentic AI startup has continued to ship new features, rolling out integrations with Similarweb and Shopify. 

Manus drew widespread attention with a viral agent demo relocated its staff to Singapore in mid-2025 before announcing a  billion acquisition by Meta in December. Chinese regulators moved to scrutinize the transaction earlier this year, citing potential violations of technology export controls and foreign investment rules.


Manus investors, including California-based venture firm Benchmark, have already received their proceeds from the acquisition, while Asian backers, including Tencent, HSG, and ZhenFund, have indicated they will cooperate with the unwinding process, according to the WSJ.

Manus’ Chinese origins with parent company Butterfly Effect drew scrutiny on both sides of the Pacific, with Senator John Cornyn questioning whether American capital should flow to a Chinese-linked firm.

Meta and Manus did not immediately respond to a request for comment outside regular business hours.
When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#Meta #reportedly #moves #unwind #Manus #deal #Beijings #demand #TechCrunchChina,manus,Manus AI,Meta

roughly two months ago on national security grounds.

Meta has cut Manus off from its internal systems, Bloomberg reported, preventing employees from using Manus tools for internal projects as the two companies move toward a full separation.

Meanwhile, according to May reports, the co-founders of Manus have held preliminary discussions about raising approximately $1 billion from outside investors to reclaim the startup from Meta, a move that could pave the way for a Chinese joint venture structure and an eventual listing in Hong Kong, a venue that has seen a surge in AI listings this year for Chinese AI startups like MiniMax and Zhipu.

What was supposed to be a landmark exit for Chinese AI is quickly unraveling. The move underscores Beijing’s determination to retain control over strategically sensitive technology, regardless of a company’s offshore incorporation.

In addition to the forced divestiture, Chinese authorities have since expanded travel restrictions to researchers and executives at private firms, requiring government approval before heading abroad. China is also tightening its grip on foreign capital, with reports indicating that top AI firms, including Moonshot AI, StepFun, and ByteDance, will need government sign-off before accepting U.S. investment, adding another layer to Beijing’s sweeping effort to control its AI sector.

Even as Meta moves to sever ties with Manus, the agentic AI startup has continued to ship new features, rolling out integrations with Similarweb and Shopify.

Manus drew widespread attention with a viral agent demo relocated its staff to Singapore in mid-2025 before announcing a $2 billion acquisition by Meta in December. Chinese regulators moved to scrutinize the transaction earlier this year, citing potential violations of technology export controls and foreign investment rules.

Manus investors, including California-based venture firm Benchmark, have already received their proceeds from the acquisition, while Asian backers, including Tencent, HSG, and ZhenFund, have indicated they will cooperate with the unwinding process, according to the WSJ.

Manus’ Chinese origins with parent company Butterfly Effect drew scrutiny on both sides of the Pacific, with Senator John Cornyn questioning whether American capital should flow to a Chinese-linked firm.

Meta and Manus did not immediately respond to a request for comment outside regular business hours.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Meta #reportedly #moves #unwind #Manus #deal #Beijings #demand #TechCrunchChina,manus,Manus AI,Meta">Meta reportedly moves to unwind $2B Manus deal after Beijing’s demand | TechCrunch

Meta has begun dismantling its $2 billion acquisition of Manus, completing an operational separation from the Chinese-founded AI startup and halting data sharing between the two companies. This is the most concrete step yet toward complying with a divestiture order Beijing issued roughly two months ago on national security grounds.

Meta has cut Manus off from its internal systems, Bloomberg reported, preventing employees from using Manus tools for internal projects as the two companies move toward a full separation.

Meanwhile, according to May reports, the co-founders of Manus have held preliminary discussions about raising approximately $1 billion from outside investors to reclaim the startup from Meta, a move that could pave the way for a Chinese joint venture structure and an eventual listing in Hong Kong, a venue that has seen a surge in AI listings this year for Chinese AI startups like MiniMax and Zhipu.

What was supposed to be a landmark exit for Chinese AI is quickly unraveling. The move underscores Beijing’s determination to retain control over strategically sensitive technology, regardless of a company’s offshore incorporation.

In addition to the forced divestiture, Chinese authorities have since expanded travel restrictions to researchers and executives at private firms, requiring government approval before heading abroad. China is also tightening its grip on foreign capital, with reports indicating that top AI firms, including Moonshot AI, StepFun, and ByteDance, will need government sign-off before accepting U.S. investment, adding another layer to Beijing’s sweeping effort to control its AI sector.

Even as Meta moves to sever ties with Manus, the agentic AI startup has continued to ship new features, rolling out integrations with Similarweb and Shopify.

Manus drew widespread attention with a viral agent demo relocated its staff to Singapore in mid-2025 before announcing a $2 billion acquisition by Meta in December. Chinese regulators moved to scrutinize the transaction earlier this year, citing potential violations of technology export controls and foreign investment rules.

Manus investors, including California-based venture firm Benchmark, have already received their proceeds from the acquisition, while Asian backers, including Tencent, HSG, and ZhenFund, have indicated they will cooperate with the unwinding process, according to the WSJ.

Manus’ Chinese origins with parent company Butterfly Effect drew scrutiny on both sides of the Pacific, with Senator John Cornyn questioning whether American capital should flow to a Chinese-linked firm.

Meta and Manus did not immediately respond to a request for comment outside regular business hours.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Meta #reportedly #moves #unwind #Manus #deal #Beijings #demand #TechCrunchChina,manus,Manus AI,Meta

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