Science
Explosion of power-hungry data centers could derail California clean energy goals
Near the Salton Sea, a company plans to build a data center to support artificial intelligence that would cover land the size of 15 football fields and require power that could support 425,000 homes.
In Santa Clara — the heart of Silicon Valley — electric rates are rising as the municipal utility spends heavily on transmission lines and other infrastructure to accommodate the voracious power demand from more than 50 data centers, which now consume 60% of the city’s electricity.
And earlier this year, Pacific Gas & Electric told investors that its customers have proposed more than two dozen data centers, requiring 3.5 gigawatts of power — the output of three new nuclear reactors.
Vantage Data Center in Santa Clara is equipped with its own electrical substations.
(Paul Kuroda / For The Times)
While the benefits and risks of AI continue to be debated, one thing is clear: The technology is rapacious for power. Experts warn that the frenzy of data center construction could delay California’s transition away from fossil fuels and raise electric bills for everyone else. The data centers’ insatiable appetite for electricity, they say, also increases the risk of blackouts.
Even now, California is at the verge of not having enough power. An analysis of public data by the nonprofit GridClue ranks California 49th of the 50 states in resilience — or the ability to avoid blackouts by having more electricity available than homes and businesses need at peak hours.
“California is working itself into a precarious position,” said Thomas Popik, president of the Foundation for Resilient Societies, which created GridClue to educate the public on threats posed by increasing power use.
The state has already extended the lives of Pacific Gas & Electric Co.’s Diablo Canyon nuclear plant as well as some natural gas-fueled plants in an attempt to avoid blackouts on sweltering days when power use surges.
Worried that California could no longer predict its need for power because of fast-rising use, an association of locally run electricity providers called on state officials in May to immediately analyze how quickly demand was increasing.
The California Community Choice Assn. sent its letter to the state energy commission after officials had to revise their annual forecast of power demand upward because of skyrocketing use by Santa Clara’s dozens of data centers.
A large NTT data center rises in a Santa Clara neighborhood.
(Paul Kuroda / For The Times)
The facilities, giant warehouses of computer servers, have long been big power users. They support all that Americans do on the internet — from online shopping to streaming Netflix to watching influencers on TikTok.
But the specialized chips required for generative AI use far more electricity — and water — than those that support the typical internet search because they are designed to read through vast amounts of data.
A ChatGPT-powered search, according to the International Energy Agency, consumes 10 times the power as a search on Google without AI.
And because those new chips generate so much heat, more power and water is required to keep them cool.
“I’m just surprised that the state isn’t tracking this, with so much attention on power and water use here in California,” said Shaolei Ren, associate professor of electrical and computer engineering at UC Riverside.
Ren and his colleagues calculated that the global use of AI could require as much fresh water in 2027 as that now used by four to six countries the size of Denmark.
Driving the data center construction is money. Today’s stock market rewards companies that say they are investing in AI. Electric utilities profit as power use rises. And local governments benefit from the property taxes paid by data centers.
Transmission lines are reflected on the side of the NTT data center in Santa Clara.
(Paul Kuroda / For The Times)
Silicon Valley is the world’s epicenter of AI, with some of the biggest developers headquartered there, including Alphabet, Apple and Meta. OpenAI, the creator of ChatGPT, is based in San Francisco. Nvidia, the maker of chips needed for AI, operates from Santa Clara.
The big tech companies leading in AI, which also include Microsoft and Amazon, are spending billions to build new data centers around the world. They are also paying to rent space for their servers in so-called co-location data centers built by other companies.
In a Chicago suburb, a developer recently bought 55 homes so they could be razed to build a sprawling data center campus.
Energy officials in northern Virginia, which has more data centers than any other region in the world, have proposed a transmission line to shore up the grid that would depend on coal plants that had been expected to be shuttered.
In Oregon, Google and the city of The Dalles fought for 13 months to prevent the Oregonian from getting records of how much water the company’s data centers were consuming. The newspaper won the court case, learning the facilities drank up 29% of the city’s water.
By 2030, data centers could account for as much as 11% of U.S. power demand — up from 3% now, according to analysts at Goldman Sachs.
“We must demand more efficient data centers or else their continued growth will place an unsustainable strain on energy resources, impact new home building, and increase both carbon emissions and California residents’ cost of electricity,” wrote Charles Giancarlo, chief executive of the Santa Clara IT firm Pure Storage.
Santa Clara a top market for data centers
Boys ride their bikes on Main Street near a large data center in Santa Clara.
(Paul Kuroda / For The Times)
California has more than 270 data centers, with the biggest concentration in Santa Clara. The city is an attractive location because its electric rates are 40% lower than those charged by PG&E.
But the lower rates come with a higher cost to the climate. The city’s utility, Silicon Valley Power, emits more greenhouse gas than the average California electric utility because 23% of its power for commercial customers comes from gas-fired plants. Another 35% is purchased on the open market where the electricity’s origin can’t be traced.
The utility also gives data centers and other big industrial customers a discount on electric rates.
While Santa Clara households pay more for each kilowatt hour beyond a certain threshold, the rate for data centers declines as they use more power.
The city receives millions of dollars of property taxes from the data centers. And 5% of the utility’s revenue goes to the city’s general fund, where it pays for services such as road maintenance and police.
An analysis last year by the Silicon Valley Voice newspaper questioned the lower rates data centers pay compared with residents.
“What impetus do Santa Clarans have to foot the bill for these environmentally unfriendly behemoth buildings?” wrote managing editor Erika Towne.
In October, Manuel Pineda, the utility’s top official, told the City Council that his team was working to double power delivery over the next 10 years. “We prioritize growth as a strategic opportunity,” he said.
He said usage by data centers was continuing to escalate, but the utility was nearing its power limit. He said 13 new data centers were under construction and 12 more were moving forward with plans.
“We cannot currently serve all data centers that would like to be in Santa Clara,” he said.
Dozens of data centers have been built for artificial intelligence and the internet in Santa Clara.
(Paul Kuroda / For The Times)
To accommodate increasing power use, the city is now spending heavily on transmission lines, substations and other infrastructure. At the same time, electric rates are rising. Rates had been increasing by 2% to 3% a year, but they jumped by 8% in January 2023, another 5% in July 2023 and 10% last January.
Pineda told The Times that it wasn’t just the new infrastructure that pushed rates up. The biggest factor, he said, was a spike in natural gas prices in 2022, which increased power costs.
He said residential customers pay higher rates because the distribution system to homes requires more poles, wires and transformers than the system serving data centers, which increases maintenance costs.
Pineda said the city’s decisions to approve new data centers “are generally based on land use factors, not on revenue generation.”
Loretta Lynch, former chair of the state’s public utilities commission, noted that big commercial customers such as data centers pay lower rates for electricity across the state. That means when transmission lines and other infrastructure must be built to handle the increasing power needs, residential customers pick up more of the bill.
“Why aren’t data centers paying their fair share for infrastructure? That’s my question,” she said.
PG&E eyes profits from boom
The grid’s limited capacity has not stopped PG&E from wooing companies that want to build data centers.
“I think we will definitely be one of the big ancillary winners of the demand growth for data centers,” Patricia Poppe, PG&E’s chief executive, told Wall Street analysts on an April conference call.
Poppe said she recently invited the company’s tech customers to an event at a San José substation.
“When I got there, I was pleasantly surprised to see AWS, Microsoft, Apple, Google, Equinix, Cisco, Western Digital Semiconductors, Tesla, all in attendance. These are our customers that we serve who want us to serve more,” she said on the call. “They were very clear: they would build … if we can provide.”
In June, PG&E revealed it had received 26 applications for new data centers, including three that need at least 500 megawatts of power, 24 hours a day. In all, the proposed data centers would use 3.5 gigawatts. That amount of power could support nearly 5 million homes, based on the average usage of a California household of 6,174 kilowatts a year.
In the June presentation, PG&E said the new data centers would require it to spend billions of dollars on new infrastructure.
Already PG&E can’t keep up with connecting customers to the grid. It has fallen so far behind on connecting new housing developments that last year legislators passed a law to try to shorten the delays. At that time, the company told Politico that the delays stemmed from rising electricity demand, including from data centers.
In a statement to The Times, PG&E said its system was “ready for data centers.”
The company said its analysis showed that adding the data centers would not increase bills for other customers.
Most of the year, excluding extreme hot weather, its grid “is only 45% utilized on average,” the company said.
“Data centers’ baseload will enable us to utilize more of this percentage and deliver more per customer dollar,” the company said. “For every 1,000 MW load from data centers we anticipate our customers could expect 1-2% saving on their monthly electricity bill.”
The company added that it was “developing tools to ensure that every customer can cost-effectively connect new loads to the system with minimal delay.”
Lynch questioned the company’s analysis that adding data centers could reduce bills for other customers. She pointed out that utilities earn profits by investing in new infrastructure. That’s because they get to recover that cost — plus an annual rate of return — through rates billed to all customers.
“The more they spend, the more they make,” she said.
In the desert, cheap land and green energy
A geothermal plant viewed from across the Salton Sea in December 2022.
(Gina Ferazzi / Los Angeles Times)
The power and land constraints in Santa Clara and other cities have data center developers looking for new frontiers.
“On the edge of the Southern California desert in Imperial County sits an abundance of land,” begins the sales brochure for the data center that a company called CalEthos is building near the south shore of the Salton Sea.
Electricity for the data center’s servers would come from the geothermal and solar plants built near the site in an area that has become known as Lithium Valley.
The company is negotiating to purchase as much as 500 megawatts of power, the brochure said.
Water for the project would come from the state’s much fought over allotment from the Colorado River.
Imperial County is one of California’s poorest counties. More than 80% of its population are Latino. Many residents are farmworkers.
Executives from Tustin-based CalEthos told The Times that by using power from the nearby geothermal plants it would help the local community.
“By creating demand for local energy, CalEthos will help accelerate the development of Lithium Valley and its associated economic benefits,” Joel Stone, the company’s president, wrote in an email.
“We recognize the importance of responsible energy and water use in California,” Stone said. “Our data centers will be designed to be as efficient as possible.”
For example, Stone said that in order to minimize water use, CalEthos plans a cooling system where water is recirculated and “requires minimal replenishment due to evaporation.”
Already, a local community group, Comite Civico del Valle, has raised concerns about the environmental and health risks of one of the nearby geothermal plants that plans to produce lithium from the brine brought up in the energy production process.
One of the group’s concerns about the geothermal plant is that its water use will leave less to replenish the Salton Sea. The lake has been decreasing in size, creating a larger dry shoreline that is laden with bacteria and chemicals left from decades of agricultural runoff. Scientists have tied the high rate of childhood asthma in the area to dust from the shrinking lake’s shores.
James Blair, associate professor of geography and anthropology at Cal Poly Pomona, questioned whether the area was the right place for a mammoth data center.
“Data centers drain massive volumes of energy and water for chillers and cooling towers to prevent servers from overheating,” he said.
Blair said that while the company can tell customers its data center is supported by environmentally friendly solar and geothermal power, it will take that renewable energy away from the rest of California’s grid, making it harder for the state to meet its climate goals.
Science
Contributor: Alcohol should be stigmatized like smoking
Few substances are as deeply woven into everyday life as alcohol. It is a fixture at holiday celebrations, work-related social gatherings, sporting events, airports, and brunch or dinner tables. All demonstrate how deeply alcohol has become embedded in social customs and cultural traditions.
Yet alcohol contributes to millions of deaths globally each year and is linked to cancer, liver disease, unintentional accidents, violence and, importantly, dependence and addiction. Despite this, the disconnect between alcohol’s cultural role and its serious health burden is striking. An estimated 2.3 billion people worldwide consume alcohol.
As a physician working in addiction medicine, I regularly care for patients whose alcohol use affects nearly every organ system. It is often not until these patients end up admitted to the hospital that they learn the effects of alcohol on various parts of their body besides their liver.
Newer evidence challenges assumptions about what was long considered “safe drinking.” Even moderate drinking carries risk and is not as harmless as people, including experts, once thought.
Many people associate alcohol risk primarily with addiction or dangerous behaviors such as driving while intoxicated. However, its effects extend far beyond this, into nearly every aspect of a person’s well-being.
While alcohol may transiently improve mood and ease social anxiety, long-term alcohol use can lead to a worsening of mood, cognition and sleep, which can further compound use.
A 2021 literature review found that consuming approximately two standard drinks roughly doubles the odds of sustaining injuries — with or without a vehicle involved. The review also found that heavy episodic (binge) drinking can increase the risk of injury by 50-fold, depending on the amount of alcohol consumed and the type of injury. While alcohol’s effects on the liver are well known, it can also lead to gastrointestinal complications and heart disease
The World Health Organization estimates that 2.6 million deaths each year are attributable to alcohol, accounting for nearly 1 in every 20 deaths worldwide.
While many people recognize the risks of alcohol addiction, people are generally much less aware of the links between alcohol use and cancer risk.
The World Health Organization classifies alcohol as a Group 1 carcinogen — the same category as tobacco and asbestos. In 2025, the U.S. surgeon general emphasized that alcohol increases the risk of at least seven cancers, including cancers of the breast, colorectal, liver, oral, esophagus and larynx. An advisory called for updated warning labels.
Yet fewer than half of Americans recognize alcohol as a risk factor for cancer, particularly for cancers such as breast cancer that are not commonly associated with alcohol use.
Throughout the 1990s and early 2000s, observational studies suggested that moderate alcohol consumption might offer cardiovascular benefits. Over the past decade, however, higher-quality studies have challenged these findings, suggesting that much of the apparent benefit may have reflected differences in the health and lifestyles of moderate drinkers rather than a protective effect of alcohol itself.
Current evidence increasingly suggests that even low levels of alcohol may increase cancer risk.
Federal guidelines acknowledge that adults should “consume less alcohol for better overall health.” However, the most recent version of the “Dietary Guidelines for Americans,” updated in January, removed the previous recommendation to limit intake to no more than one drink per day for women and two for men. It also omitted explicit discussion of alcohol’s links to cancer.
These changes have drawn criticism from public health experts, who argue that the revised language plays down the growing evidence of alcohol-related harms and provides less specific guidance to consumers. The current administrator of the Centers for Medicare & Medicaid Services characterized alcohol as a “social lubricant” that brings people together, rather than emphasizing its well-established health risks.
This may be true physiologically, at least temporarily, but obscures the fact that relying on it as a social lubricant can lead to chemical and psychological dependency. In my view, statements to that effect are shortsighted, prioritizing short-term social effects over more insidious and long-term issues, including addiction.
While many dangerous mind-altering substances are hidden from public perception, alcohol is often placed at the center of it – a trend that shows no sign of changing imminently.
Further, large companies often profit from ads that appeal to young people.
Looking back at the history of tobacco smoking provides some helpful insights. In 1965, 42.4% of the U.S. population smoked. By 2022, that figure had dropped to 11.6%.
This steep decline did not happen because of a single intervention, but through decades of accumulating scientific evidence, public education campaigns, warning labels, restrictions on advertising, smoke-free policies, higher tobacco taxes and shifts in social norms. Together, these efforts transformed smoking from a widely accepted social behavior into one broadly recognized as a major health risk and correspondingly, less socially accepted.
Although alcohol consumption has modestly declined in recent years, it remains deeply embedded in social life in ways cigarette smoking no longer is.
People often assume that if a substance is legal, common and widely socially accepted — even encouraged — it must also be safe. But public health history suggests those assumptions can and should change.
Emma Fenske is an addiction medicine fellow and internal medicine physician at Oregon Health & Science University. This article was produced in partnership with the Conversation.
Science
Boyle Heights blaze choked L.A. with astronomical soot pollution
The air near the Lineage refrigerated warehouse fire in Boyle Heights carried astronomically high levels of smoke and soot, surpassing some of the worst air pollution during the Los Angeles County fires in January 2025, according to preliminary data from air officials.
The fire spewed thick black smoke for days. From downtown Los Angeles to the San Gabriel Valley, tens of thousands were enveloped in unhealthful levels of smoke, even as some local officials told residents that the air posed no danger.
As the days wore on, worst off were communities nearest the blaze. On June 19, three days after the facility ignited, a temporary air quality monitoring station at Eastman Elementary in unincorporated East Los Angeles measured an extremely hazardous 755 micrograms per cubic meter of fine particles for more than an hour, according to the South Coast Air Quality Management District.
For comparison, a Caltech air monitor in Pasadena recorded about 650 micrograms per cubic meter during the Eaton fire.
These high levels of fine particles, known as PM 2.5, probably resulted in the surge of residents into local emergency rooms during the fire, according to local health officials. But even now with the smoke gone, people still have not been told what chemicals they were breathing in during the weeklong ordeal.
Michael Jerrett, an environmental health professor at the UCLA Fielding School of Public Health, said his concern is the composition of materials emitted when the building burned.
“These contain many particularly toxic components,” Jerrett said, “and we know little about how these mixtures affect health.”
There is no completely safe level of fine particulate pollution, he noted, meaning higher concentrations are always worse.
During the 2025 L.A. County fires, local air officials announced that several monitors downwind had detected elevated levels of brain-damaging lead and cancer-causing arsenic from toxic paint and construction materials used in older homes.
The Lineage warehouse, built in 2018, is likely to contain different materials of concern. Thick insulation foam required for a massive refrigeration operation, solar panels and refrigerants were burned, leaving many residents on edge.
Even though three public agencies conducted air monitoring, the picture is still murky.
“[Public officials] are speaking with a lot of confidence but not a lot of information,” said mark! Lopez, a community organizer with East Yard Communities for Environmental Justice. “We’ve gotten in the room with folks to discuss where the gaps lie and where assumptions are being made. And I think they are realizing these agencies supposed to protect our air and our health aren’t as reliable as they thought they were.”
In response to the Boyle Heights fire, the South Coast air district deployed a mobile monitoring vehicle to screen for toxic substances in the community near the fire, according to Nahal Mogharabi, a spokesperson for the air district. It found increased levels of bromine, a chemical commonly found in fire retardant, and chlorine, often released from burning plastic. Both were below short-term health-based exposure thresholds.
Toxic metals, including lead and arsenic, were not elevated, according to air district data.
“That was the reassuring piece, that they were not picking up any of the metals,” said Dr. Nichole Quick, chief medical advisor for the Los Angeles County Department of Public Health. “But … that smoke is unhealthy. “You don’t want to be breathing it, regardless.”
The U.S. Environmental Protection Agency set up air monitors around the perimeter of the facility to test for toxic air contaminants, has the results and has not made them public. Julia Giarmoleo, an EPA spokesperson, said the monitors did not detect elevated metals, but would not provide a copy of the data without a federal records request.
The Los Angeles Fire Department’s hazardous material team also tested for ammonia, which is used in refrigeration, and hydrogen fluoride, a toxic chemical that could be released by burning lithium-ion batteries and solar panels.
Fire officials previously said they measured low levels of hydrogen fluoride on the second day of the fire. But the department would not answer questions about its air monitoring. It also told a reporter to submit a public records request.
It remains unclear whether any agency has tested for hydrogen cyanide or isocyanates, highly toxic gases that could be released from burning chemical-laden insulating foam inside the building.
“The real issue is what monitoring has not been done to protect the fence-line community from the air toxics,” said Jane Williams, executive director of California Communities Against Toxics.
Without the EPA or LAFD data, what is known of the smoke’s toxicity rests on the air district’s mobile monitoring.
Jerrett, the UCLA researcher, said that is not ideal for understanding the kind of plume released by the Boyle Heights fire, which rapidly changed direction with the wind.
“This can in some instances lead to levels that look low, but they are resulting from a mismatch between the location of the vehicle and the plume,” he said.
The Boyle Heights blaze, similar to the Eaton and Palisades fires, has revealed the region’s air monitoring can’t always tell people what they’ve been exposed to in a disaster.
“We do need a better monitoring system in place,” he said.
Local officials are now shifting their focus to the rancid odors from millions of pounds of rotting food in the ruined wing of the warehouse. Decomposing food can release hydrogen sulfide, a toxic gas synonymous with landfills and garbage. Lineage hired contractors who are measuring this noxious gas and other pollution. Their data indicate they have not detected hydrogen sulfide.
As Lineage workers haul the rotting food to local landfills, they are using deodorizing mist and have discussed using shrink wrapping to suppress the stench and minimize issues for nearby homes.
At this point, the odors are believed to be an inconvenience rather than a public health threat, according to Quick, the county medical advisor. She said running air purifiers may help to reduce odors indoors.
“It’s very important for folks to understand that the odors themselves do not indicate any dangerous levels of toxins, mold, bacteria, and so forth,” Quick said. “But the odors are a public nuisance.”
The air district is still encouraging residents to report odors to its online complaint system or by calling (800) 288-7664.
Science
After Trump axed federal employees running climate site, thousands crowdfund its comeback
Federal employees who were axed during waves of cuts by the Trump administration have fought back against the dismantling of a key climate science website, Climate.gov, and put up a new site, Climate.us, that can now do everything the original did.
The site, with millions of users each year, was known for colorful charts that anyone could freely download and that simplified giant sets of data, such as temperature readings. Now it refers to another page and is no longer being updated.
Daniel Swain, a UC Agriculture & Natural Resources climate scientist, called the resources available at Climate.gov “the most efficacious dollars spent by NOAA on public-facing science, possibly ever.” He has used graphics from the former website on his popular weather blog.
“I am a terrible artist or illustrator. It would be very bad if I had to create those on my own.” Swain said. The website didn’t just make graphics that were beautiful, he said, they were accurate and reliable because of the network of researchers who fact-checked them.
Rebecca Lindsey was the editorial lead and program manager for Climate.gov until February 2025, when her position at the National Oceanic and Atmospheric Administration was eliminated by the Elon Musk-led Department of Government Efficiency, or DOGE. She explained that the online resource was “a bridge between scientists, data and the public.”
Lindsey and her team have now rebuilt the bridge piece by piece, if just a bit further downstream.
The team is made of the same editorial and technical staff that ran Climate.gov. It’s paid for through a crowdfunding campaign and one large, anonymous donation.
The group has raised some $380,000, about $100,000 of which came in the last week. They also have recruited 80 scientists who are willing to volunteer as subject matter experts and fact checkers. It’s enough to keep the work going through February while they seek more long-term funding.
The first iteration of Climate.us went online in 2025 to keep the last 15 years of work from the government website available. The newest version restores the full function of the previous website.
For Californians, the timing could be important.
“We’re headed for a very strong El Niño event that will have significant implications for Southern California,” Swain said. “Climate.gov and the scientists behind it did a great job walking people through the last one, and I would expect that’s the case this time as well.”
Climate.gov excelled at tapping into a pool of academic experts to explain what was happening in nearly real time. This allowed the public to see how events such as wildfire, drought or large weather patterns such as El Niño were shaping their lives when they needed the information most. Research from academic institutions, by contrast, can take years to publish results from major natural disasters.
Swain emphasized that cuts to resources that give context to hard-to-interpret data is not just a loss for the research community.
“It’s getting more and more difficult for the American public to access the science and the scientists that their tax dollars have supported for over half a century,” he said.
With the revival of Climate.us, Swain said he plans to directly use the site and its graphics to keep Californians connected to the world of climate science.
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