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A bottle of water per email: The hidden environmental costs of using AI chatbots

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Wednesday, September 18, 2024

Roughly a quarter of Americans have used ChatGPT since the chatbot’s 2022 release, according to the Pew Research Center — and every query exacts a cost.Chatbots use an immense amount of power to respond to user questions, and simply keeping the bot’s servers cool enough to function in data centers takes a toll on the environment. While the exact burden is nearly impossible to quantify, The Washington Post worked with researchers at the University of California, Riverside to understand how much water and power OpenAI’s ChatGPT, using the GPT-4 language model released in March 2023, consumes to write the average 100-word email.

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Roughly a quarter of Americans have used ChatGPT since the chatbot’s 2022 release, according to the Pew Research Center — and every query exacts a cost.

Chatbots use an immense amount of power to respond to user questions, and simply keeping the bot’s servers cool enough to function in data centers takes a toll on the environment. While the exact burden is nearly impossible to quantify, The Washington Post worked with researchers at the University of California, Riverside to understand how much water and power OpenAI’s ChatGPT, using the GPT-4 language model released in March 2023, consumes to write the average 100-word email.

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The Outrageous Scheme to Capture and Sell Greenland’s Meltwater

A startup says shipping meltwater from Greenland’s glaciers internationally will boost the local economy and could help ease water pressures in arid regions—but what does that actually mean for the world?

Fresh water is becoming increasingly scarce in many countries, but not in Greenland. Its ice sheet contains around 6.5 percent of the world’s fresh water, and over 350 trillion liters are estimated to run into the ocean annually. And with climate change accelerating Arctic melting, more and more of Greenland’s water is set to flow off the island every year.In some places facing water shortages, those very same water molecules are potentially being taken from the sea and turned back into fresh water using desalination, at large electrical and financial cost. This has inspired a startup to pursue an unusual and ambitious business venture that has been partially approved by the Greenland government—harvesting glacier meltwater and shipping it abroad.“We have one of the world’s finest resources in this area and plenty of it, and we want to push that message out to investors and potential markets,” says Naaja H. Nathanielsen, Greenland’s minister for business and trade.The startup behind the idea, Arctic Water Bank, plans to build a dam in South Greenland, capture meltwater, and then transport it around the world by boat in bulk water carriers. If all goes according to plan, the company says the project will be completely carbon-neutral and inflict minimal damage to the local environment.“This is some of the cleanest water in the world. Anyone who has tried Greenlandic water knows that it’s pure, white gold,” says Samir Ben Tabib, cofounder and head of international relations at the startup.Arctic Water Bank is first and foremost, Ben Tabib stresses, a business, but he believes it could also provide a service to Greenlanders and the wider world. He argues that his company will help the people of Greenland by leveraging the country’s natural resources and paying taxes on income generated from them, and it’s an ambition the government shares. “The goal is twofold,” says Nathanielsen. “It is about new sources of income for the national treasury, and local business development and the associated creation of jobs.”In the long run, Ben Tabib says, Arctic Water Bank might even help mitigate the impending global water crisis. “It’s probably not something our little business can solve alone, but in Greenland, fresh water is a resource that is just washing into the sea.”Right now, the startup has the initial permissions it needs. In documents seen by WIRED, the government grants the company sole rights for the next 20 years to use all water and ice from a river near the town of Narsaq. On average, this river produces 21.3 billion liters of water each year, almost entirely meltwater from the Greenland ice sheet. But before any water can be shipped, a dam must be built, and Arctic Water Bank will need an Environmental Impact Assessment (EIA) to be completed to get started on construction.This isn’t as great a hurdle as it might seem. Greenland may be one of the most untouched environments in the world—roughly the size of Western Europe and home to fewer than 60,000 people—but the construction of dams is not unheard of, says Karl Zinglersen, head of the Department of Environment and Minerals at the Greenland Institute of Natural Resources. In the early 1990s, the first hydroelectric dam was built to serve the capital of Nuuk, and since then, a handful of smaller hydroelectric dams have been built around the country. The EIA process is very thorough, says Zingerlsen, but in his experience it rarely if ever stops a project.

JD Vance Funded AcreTrader. Here’s Why That Matters.

A version of this article originally appeared in The Deep Dish, our members-only newsletter. Become a member today and get the next issue directly in your inbox. Its current offerings include 83 acres of almond trees in the San Joaquin Valley, advertised as “an opportunity to invest in a water-secure almond orchard in the world’s most […] The post JD Vance Funded AcreTrader. Here’s Why That Matters. appeared first on Civil Eats.

A version of this article originally appeared in The Deep Dish, our members-only newsletter. Become a member today and get the next issue directly in your inbox. Some of the most pristine farmland in California can be yours, at least by proxy, in just a matter of minutes. That’s the promise that AcreTrader, a company with the mission of simplifying investing in valuable U.S. farmland, makes to prospective financiers. Its current offerings include 83 acres of almond trees in the San Joaquin Valley, advertised as “an opportunity to invest in a water-secure almond orchard in the world’s most productive almond-producing region.” This property also boasts of senior water rights on the Kings River, suggesting that the land will continue to turn a profit long into the future—a dream of farmers and investors alike. AcreTrader is just one of many companies launched in the past decade that facilitate the sale of farmland, which has increasingly become a staple in investor portfolios. Recently, it was revealed that this includes the investment portfolio of vice presidential nominee JD Vance, the Republican senator from Ohio. “There’s no indication that Vance has divested from AcreTrader, and there’s every indication that that investment remains in place.” Vance invested up to $65,000 in private investments in AcreTrader during his stint as a venture capitalist, according to his 2022 financial disclosure to the Senate ethics committee. The investment firm Narya Capital—which Vance launched in 2020 with backing from PayPal co-founder Peter Thiel—was a vehicle for these investments, and a key backer in early funding rounds of the farmland startup. And while Vance is no longer listed as a partner at Narya Capital, according to his 2023 financial disclosure, he appears to still be an investor in the firm—or more technically, multiple legal entities with names including Narya. “There’s no indication that Vance has divested from AcreTrader, and there’s every indication that that investment remains in place,” said Lisa Graves, the executive director of True North Research, an investigative research group. She points to how Vance sold off his stock in “Narya Capital Management LLC” in 2023, but that’s not the same as the (albeit similarly named) investment vehicles used to invest in AcreTrader. In a social media post, Sarah Taber, a farm and food systems strategist and the Democratic candidate for North Carolina commissioner of agriculture, describes AcreTrader as “like Uber for buying U.S. farmland.” Like Uber, AcreTrader makes it easier for more buyers to gain quick access to an ordinarily expensive asset. “And who’s one of its key investors, profiting off of every sale?” Taber asks. “JD Vance.” For Taber, Vance’s large investment portfolio—in AcreTrader and a slew of other opaque start-up companies—raises questions about conflicts of interest and the mixing of venture capitalist and political pursuits. Vance’s 2022 portfolio also included AppHarvest, the start-up company that promised to revolutionize farming and bring good jobs to eastern Kentucky, only to quickly implode. “There’s an ethical case for any venture capitalist to disinvest from their interests before running for political office,” said Taber, in an interview with Civil Eats. “We don’t know what he’s incentivized to do.” AcreTrader streamlines the process of investing in valuable farmland across the U.S. and Australia—from the flooded rice fields of the Mississippi Delta to the vast tracts of high-yielding corn in the Midwest—by placing the farmland in a limited liability corporation, or LLC. “You can then purchase shares in that [LLC] through a simple online process that takes just minutes,” the company explains in a tutorial video for prospective investors. “AcreTrader handles the administrative details for you, and works with experienced farmers to manage the land.” “It’s just the expansion of the Real Estate Investment Trust [REIT] business model into farmland,” said Taber. “It’s basically like a mutual fund for real estate.” With the REIT model, instead of buying a single condo, you buy a share in a company that owns 100 or 200 condos. This investment vehicle was established by Congress in the 1960s, opening the doors to large-scale real estate investments for smaller investors. It’s a model that has enabled real estate hedge funds to buy up large swaths of the housing market, driving up demand and prices. Recently, companies have begun applying a REIT-like model to land. AcreTrader isn’t technically a REIT, but it’s similar in that it enables a wider pool of investors to passively invest in farmland, reaping the benefits of one of the most reliable assets to produce a return. But instead of buying shares in one company, like a REIT, investors buy shares in individual LLCs that own the property. This ownership model makes it hard to tell who is invested in the farmland and, therefore, more challenging to evaluate ethical conflicts and other risks of this investment, Taber observed. (Vance is listed as an investor in AcreTrader, not the individual LLCs, according to his Senate disclosure forms.) “What we’ve seen in reality is when investment interests come into communities, they drive up land prices and push farmers to increasingly marginal ends.” After a fixed period, typically between five and 10 years, investors sell the land almost inevitably at a higher price than they purchased it, given that farmland appreciates over time. As AcreTrader’s website boasts, “Land is one of the oldest investment classes in existence, which in many cases has produced significant wealth over generations.” On top of their earnings from the sale, investors potentially benefit as well from renting the land to a farmer, without being involved in managing it. AcreTrader is part of a larger trend of the financialization of farmland. The last two decades have witnessed a sharp uptick in investor interest in farmland as investors seeking to hedge against inflation and stock market volatility have turned to it as a reliable bet. Between 2008 and 2023, the amount of farmland purchased by investors increased by a staggering 231 percent. In recent years, bipartisan political leaders have pushed to curb foreign investments in U.S. farmland, citing the potential for a national security risk. Earlier this week, the Republican-controlled House passed a bill restricting citizens from China, Russia, North Korea, or Iran from purchasing U.S. farmland. But even so, farmland is more concentrated in the hands of U.S. investors than ever before: Bill Gates, The Wonderful Company, and billionaire John Malone are the top owners of U.S. farmland. This investor-driven farmland “gold rush” has come with many unintended consequences for agriculture and farmers. It has led to the consolidation of farmland in regions with high-value land, while pricing out the farmers unable to compete with major investors for farmland. This has led land-strapped farmers to either drop out of farming or become tenant farmers, operating farms on rented land. “What we’ve seen in reality is when investment interests come into communities, they drive up land prices and push farmers to increasingly marginal ends,” said Paul Towers, the executive director of Community Alliance with Family Farmers (CAFF). He says that he consistently observes farmers struggling to buy land, often outbid by investors who have the ability to pay for land entirely in cash. Even when investors seek to keep farmland in operation, rental arrangements can be challenging for farmers, because it gives them less freedom and security over their land, especially if they have a short-term lease. Towers has observed that leasing (rather than owning) farmland can make it harder for farmers in their network to make the kind of long-term investments in their land necessary for pursuing environmental and climate solutions “How can a farmer make significant investments in their soil health, if they don’t know if they’re going to be on that property next year?” said Towers. “Why would they invest in hedgerows for beneficial insects and pollinators? Why would they develop more water-holding capacity on their farm?” AcreTrader promises to be different, however, claiming to partner with farmers in “stewarding land” and “supporting livelihoods.” This includes the language of their leases: “We structure our leases according to industry leading sustainability standards, encompassing specific conditions related to soil fertility, erosion control, groundwater protection, and input management,” states the company’s website. AcreTrader declined a request to provide Civil Eats with a copy of a lease, or to explain the process for determining its sustainability standards. “Senator Vance has no involvement in AcreTrader’s operations or strategic direction.” “For AcreTrader’s typical buyers, the AcreTrader Platform connects U.S. investors to farmers who want to grow their operations, and we believe it’s a good thing to see capital formation in favor of helping the American farmer,” wrote Rob Moore, the company’s vice president, in an email. He also added, “Senator Vance has no involvement in AcreTrader’s operations or strategic direction.” Some caution against painting all investors with a broad brush, pointing to a potential role for some forms of investors in helping facilitate land access for farmers in some cases. “I do believe that there is an opportunity for investors to think about how to deploy non-destructive capital to access the purchase of farmland,” said Gaby Pereyra, a farmer and the co-director of the Land Network Program at the Northeast Farmers of Color Land Trust. She points to Dirt Capital, which works with farmers in financing farmland, including through shared ownership models. This differs from AcreTrader’s model, which is aimed at helping investors, not farmers, buy farmland. The ownership of farmland can also be especially important to Black farmers who have been systematically denied land access, and therefore, denied one of the most reliable investments for generating wealth. “Most Black farmers for historical reasons, for family reasonsare seeking to own their land…because it’s related to reparations,” said Pereyra. “For Latino farmers, on the other hand, the ownership of land is related to self-determination, on being able to do the type of operation that they want,” Pereyra has observed in her work. In some cases, she’s seen that a rental agreement can provide self-determination, but it largely depends on the relationship with a specific landowner. And while AcreTrader emphasizes “land stewardship,” Pereyra pointed to how the company currently limits these rental partnerships to “row crop, permanent crop, and timber.” This leaves out diversified vegetable operations, the farms that are often engaged in some of the most innovative, climate-friendly practices. These are also the farms that tend to struggle to access crop insurance, lacking the guarantee of a stable income even when crops fail—which may deter investors. In general, the company mainly lists farmland with high-value crops that can deliver short-term profits, but aren’t always best for the environment. Take California’s almond industry, a water-intensive crop. “Almonds already use an estimated 28% of the reliable water supply available to California agriculture,” according to AcreTrader’s analysis. However, the company assures investors that “California’s almond industry isn’t going anywhere,” even as the state implements water restrictions. Instead,AcreTrader advises that investors seek out almond orchards with reliable water rights, expecting these properties to appreciate over time. On the other hand, the company advises against investing in almond orchards without water access, expecting these acres to shrink and be removed from production. It’s an approach to investing that appears to be based on a market analysis of the projected value for farmland and specific crops per region, rather than environmental or climate concerns. “What a lot of these these kinds of investment models fail to see is that farming is far more than just a short-term return [on an investment],” said Towers. The farming systems that we want to be investing in for our future—farms that can survive droughts, wildfires, erratic water supplies, and other climate extremes—are not always the methods that turn a profit the quickest. And while it’s hard to fully evaluate AcreTrader’s model, it’s clear that it allows an investor-backed startup to play a role in steering the future of agriculture and the U.S. food system. It begs the question: Should we trust investors with this power—even the many investors that claim to help farmers—over the most fertile, water-rich farmland in the U.S.? The post JD Vance Funded AcreTrader. Here’s Why That Matters. appeared first on Civil Eats.

Heat exposure, cloudy water, and bad air: The data gap of toxic prisons

There’s been a proliferation of data-driven mapping tools that illuminate disparities in environmental harm, but they do little to compel suitable solutions — especially for incarcerated people.

Since she began studying mechanical engineering as an undergraduate at Stanford University, Ufuoma Ovienmhada had little desire to build “tech for tech’s sake.” The university’s sustainability lab offered one route to the applied side of engineering that appealed to her. One summer, she worked with the lab’s researchers on a project in Ivory Coast, in West Africa, where she considered how engineering could be employed for sustainable development. Undergirding Ovienmhada’s academic work was a burgeoning political consciousness shaped by the police murders of unarmed Black people. In her recollection, her college tenure, between 2014 and 2018, was “the Black Lives Matter era of police violence being broadcast on social media every other week.” She regularly attended protests and participated in Black campus organizations where she and her peers frequently discussed police brutality. While researching policing protocols at Stanford, Ovienmhada remembers being told by a campus officer that someone walking down the street in a hoodie would automatically be considered suspicious. “You’re telling me that racism is embedded in how you operate,” she remembers thinking. Ovienmhada went on to enroll in a master’s program at the MIT Media Lab, where she studied the use of satellite imagery analysis to manage invasive species in the Republic of Benin. She was in school during yet another period of time punctuated by police murders — this time of Breonna Taylor and George Floyd. The unprecedented nationwide protests against police brutality in the summer of 2020 encouraged Ovienmhada to pivot from international development work to the domestic issues of policing and mass incarceration. She wanted to figure out how she could apply her skills as an engineer and programmer to address the problems that concerned her most deeply. As young people across the country took the streets to demand an end to racist and violent policing, Ovienmhada learned about the nascent field of prison ecology, which focuses on the environmental hazards within and around carceral facilities (prisons, jails, and immigrant detention centers) and how they affect incarcerated people and surrounding communities.  At the time, academic writings in prison ecology were limited to a handful of journal articles in the social sciences. It seemed to her that few were considering how to apply quantitative methods to uncover the environmental issues affecting incarcerated populations. There was a gap in the data, and she felt called to help fill it.  A mock prison cell, intended to simulate the heat inside Texas prisons, sits outside the Texas State Capitol building in Austin, Texas in July, 2023. SERGIO FLORES/AFP via Getty Images Though the world of academia was only beginning to wake up to the study of prison ecology, organizers working against mass incarceration had already spent years drawing connections between environmental justice issues and the conditions in prisons. Members of the national grassroots organization Fight Toxic Prisons, or FTP, which uses advocacy and direct action to challenge the prison system, were well aware of not only the litany of environmental hazards that incarcerated people in the U.S. face, but also the value of quantitative research and, in particular, geospatial analysis in shaping the work of the decarceration movement.  “There is so much about this issue that is very geographical,” said Mei Azaad, an organizer with the Fight Toxic Prisons, adding that so many of the environmental hazards in prisons come from their proximity to oil and gas infrastructure or to Superfund sites. The lack of data to inform them where specific environmental hazards were concentrated was “something we kept running up against,” she said. By 2020, FTP had been doing disaster response work for a few years, and they knew how useful it would be to have a flood risk map overlaid on top of a map of U.S. carceral facilities, something they could refer to when determining how to prioritize their advocacy efforts. Meanwhile, in the course of her own research, Ovienmhada realized that she could apply her knowledge of remote sensing, which enables practitioners to map a range of environmental indicators such as flood risk, air quality, and heat exposure to wide geographic areas, to contribute better applications of geospatial analysis. From her apartment in Cambridge, Massachusetts, Ovienmhada had been keeping up with FTP’s work. On social media, they often posted data and mapping-oriented information about prisons. She was initially hesitant to reach out to the group and offer her help — aware of the hesitation that community organizers often have toward academics. But, coincidentally, a friend who worked on FTP’s disaster response team heard about Ovienmhada’s satellite imagery-based approach to studying prison ecology, and offered to make the connection.  Ovienmhada joined FTP’s rapid response team in 2022, the year the Category 4 Hurricane Ian barreled through central Florida, taking out power in wide areas of the state, killing 149 people, and causing over $100 billion in damage. As the storm approached the Florida coast, she made a map showing that several of the state’s carceral facilities were in mandatory evacuation zones, but were not being evacuated. After a phone banking campaign in which they informed Tampa’s Hillsborough County Jail of the map they’d made, the facility decided to evacuate its incarcerated residents. “We can’t say that they did this because of FTP but it was cool to see this kind of map used to mobilize,” Ovienmhada said. The Toxic Mapping Project allows users to explore a range of environmental hazards in prisons. Over the past several years, a growing body of academic work has established that prisons expose incarcerated people to a long list of severe environmental hazards. A 2022 report from the American Journal of Public Health found that nearly half of the country’s prisons rely on water from sources contaminated with “forever chemicals,” toxic compounds that do not break down easily in the body and have been linked to serious health effects like cancer and kidney disease. Earlier this year, a group of researchers examined heat exposure for all 4,078 operational carceral facilities in the continental U.S. between the years 1982-2020, and found that prison populations are highly vulnerable to extreme heat exposure, a problem that is only increasing with the climate crisis. Though these kinds of research projects offer valuable insights into environmental conditions afflicting prisoners, Ovienmhada said, they do not often respond to the needs of groups like FTP that want to use satellite data to take immediate action against specific prisons and, ultimately, to advance decarceration.  Ovienmhada found that she enjoyed using the skills she’d developed to aid FTP’s organizing work. But the technical abilities to design maps and build models weren’t the only hurdles that the practical applications of prison ecology had to overcome. The programs and server space to build the maps can cost thousands. They needed money, which is often more readily available to research a problem than to do something about it.  Ovienmhada’s connection with FTP coincided with the Biden Administration’s big push for environmental justice, a span of several years that saw the formation of White House advisory committees on the issue and the dispersal of millions of federal dollars to research projects illuminating the disproportionate impacts of environmental stressors on communities of color across the country. For the first time, federal agencies were under a federal directive to support environmental justice initiatives. In April 2023, President Biden passed Executive order 14096, which directs the federal government to strengthen its commitment to environmental justice by funding scientific research and data collection initiatives, in addition to engaging with local communities. Ovienmhada was just starting her PhD in aerospace engineering when she noticed that NASA had published a solicitation for proposals from academics to use the agency’s satellite imagery to study environmental injustices. The highest tier of funding — $250,000 — was to be awarded to projects that developed a geospatial tool for integrating satellite data and other socioeconomic information around an environmental justice issue. It was the opportunity Ovienmhada and FTP had been waiting for. They quickly put together an application, in which they proposed a different approach to data gathering. Rather than just visualizing environmental-hazard data on top of a map of U.S. carceral facilities, they wanted to incorporate the voices of people held in those same facilities. This qualitative approach, they reasoned, would fill in gaps in their knowledge, illuminating problems that couldn’t be picked up by an infrared camera hovering in space. Several months after they submitted the application, they were informed that they’d won.  They saw the tool they wanted to develop as an intervention into the proliferation of data-driven mapping tools that government agencies and academics have built over the past four years, which illuminate disparities in environmental harm across the country but do little to compel suitable solutions. The federal Council on Environmental Quality, for instance, released the Climate & Economic Justice Screening Tool, an interface that explores the concentration of climate risk in low income communities. The Environmental Protection Agency also published a mapping tool called EJScreen, which allows users to track the geographic distribution of a range of environmental hazards and see how they’re concentrated in communities of color. Though developed as part of federal initiatives to advance environmental justice, Ovienmhada said, these resources do not adequately engage the communities most impacted by environmental hazards, thus limiting their efficacy in affecting tangible, grassroots change. “Just making stuff visible is not environmental justice,” Ovienmhada said. Read Next How schools, hospitals, and prisons in 15 states profit from land and resources on 79 tribal nations Anna V. Smith & Maria Parazo Rose One man who they interviewed for their project (all the interviewees were paid) was formerly incarcerated at the Texas based prison farm Clemens Unit. He said the facility had air conditioned rooms where inmates could sit and cool off on sweltering summer days. But the prison guards were “sadistic human beings,” he said. ”You could be on the verge of a heatstroke and [they’re] not going to open your cell and escort you to respite.”  What this shows, Oviemhada argues, is that a solution that may seem obvious when viewing the data through a normative lens (the establishment of “cooling” rooms) won’t necessarily keep incarcerated people safe if other, experiential aspects of life in prisons are not accounted for (the guards’ behavior). Accounting for the guards’ behavior, she said, requires a reckoning with the wider system of mass incarceration, which punishes people “through neglect, violence, retaliation, slavery, environmental harm, and forced or cheap labor.”  It took about two years for Oviemhada, Azaad, and the rest of the FTP team to collect the data and interviews and build the web-based platform, called the Toxic Prisons Mapping Project, which launches today. Listening to the voices of former prisoners and their loved ones describe the state of the air, water, and land in and around U.S. prisons, users can get a sense of the material realities behind the numbers. Several people, for instance, described laying in pools of water or soaking their clothes to stay cool in the summertime. Others recalled inhaling thick wildfire smoke and not being provided protective equipment or other resources to keep themselves safe. Multiple people interviewed for the project described off-colored smelly tap water that, being behind bars, they had no choice but to drink.  Ovienmhada and Azaad told Grist that they intend for the Project to be a source of education, broadening the public’s knowledge of environmental hazards in prisons. Additionally, they hope that the families of incarcerated people will use the tool to learn more about the facilities where their loved ones are being kept, and to advocate for measures that will improve their conditions. Members of other organizations that conduct disaster-response efforts at carceral facilities can also use the tool to inform and direct their organizing efforts. But even something like a successful evacuation strategy during a storm is just a short term victory, and not what organizers like Azaad are ultimately fighting for. She and others who worked on the tool don’t just want to see less toxic prisons; their ultimate goal is to see no prisons.  In the long term, Azaad continued, they are working toward “a world where both people and land are not seen as disposable.” The way she sees it, industries treat land like a disposable resource to degrade and pollute in the same way that the state incarcerates people it deems unworthy or unable to participate in society. “The same logic that allows a Superfund site to exist allows a prison to exist,” Azaad said. That’s why, she concluded, the environmental movement should see itself not as distinct from, but as a partner to, the fight against prisons.  “If we want a world without prisons, we also need to heal the land,” she said. This story was originally published by Grist with the headline Heat exposure, cloudy water, and bad air: The data gap of toxic prisons on Sep 18, 2024.

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