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Adobe. Stilts. Concrete walls and ember-catching roofs. To adapt to a warming world, design has to relearn how to be local.
Blame architecture. Unreinforced buildings crumbled in Turkey’s earthquake. Heatwaves across the U.K. and India turned steel and glass high rises into greenhouses literally cooking people to death. One-size fits all architecture — a fallout of the industrial revolution and increased globalization — took advantage of inexpensive mass-produced materials, like concrete, steel, and glass, to standardize structures everywhere without consideration for local climate conditions.
From Mumbai to Tokyo to Vancouver to New York City, concrete tower blocks sprung up everywhere over the last century. Built without courtyards, natural air flow, or landscaping, the apartment blocks were vulnerable to extreme temperatures and created heat islands — increasing temperatures in these blocks by several degrees and requiring air conditioning when inhabitants could afford it.
Air conditioning is both a blessing and a curse for a warming planet. A blessing because it can literally save lives when temperatures spike. And a curse because millions of people cranking them up during heatwaves can push electricity grids past their breaking point, a problem that will only worsen as the world gets hotter. Air conditioning also literally warms outside temperatures by another 1 degree Celsius, creating a vicious cycle of heat.
Recently, UN Secretary-General Antonio Guterres predicted that rising seas would affect more than a billion people and create mass exodus on a biblical scale. Is there a version of this climate narrative that results in a rebirth of adaptable, resilient, and habitable housing? Will the threat of climate migration and extreme weather herald a return to regional design, a trend that better tailors engineering, materials, and technology to local conditions?
Pioneering efforts to merge architecture and climate resilience into a form of regional design is 2023 Pritzer Prize winner David Chipperfield. He launched Fundacion IRA in Galicia with the city’s government and urban planners in response to the scale of challenges presented by global warming. In his acceptance statement for the award, Chipperfield said, “We know that, as architects, we can have a more prominent and engaged role in creating not only a more beautiful world but a fairer and more sustainable one too. We must rise to this challenge and help inspire the next generation to embrace this responsibility with vision and courage.”
And we already know how to do this.
Tropical Modernism is an architecture style that elevated the indigenous traditions of the tropics. Geoffrey Bawa in Sri Lanka and Vladimir Ossipof in Hawaii both connected indoors and outdoors, used overhanging roofs, local woods, and even lava to create structures in harmony with the tropical climate and way of life.
Like Tropical Modernist architects, Le Corbusier tempered climate extremes in Chandigarh, the planned city he designed in northern India, with architectural and landscape interventions — tree canopies, roof overhangs, shutters, verandas, and reflecting pool. The structures could protect from storms and bring in cooling breezes; invite in the daylight, but not the heat. But he also considered Chandigarh a living biological entity and designed the city to facilitate “breathing” in the region’s extreme climate. To do this, he prioritized thermo dynamic performance: prevailing winds, evaporative cooling and convection currents to maximize cooling and promote air circulation.
Pueblo-style adobe homes have historically responded well to harsh conditions — namely heat — but are also proving resistant to fire, hurricanes, and even earthquakes. Built typically in desert environments from Morocco to Spain to Central America to the U.S. Southwest, adobe homes have morphed into styles that include modern earthships made of clay, dirt, old tires, (and whatever else is laying around) and also the amorphously shaped cob homes. Conrad Rogue, who has taught earthen design for 20 years at House Alive in Oregon, insists adobe and cob homes are beautiful, not just for hippies and a good solution for the climate crisis, “Earthen homes, made of local clay soil and straw, have survived thousands of years and can be built in all climates in all parts of the world.”
There is no refuting the climatic benefits of clay and Pritzker Prize-winning architect Francis Kéré’s approach to regional adobe design is refreshingly modern. He combined recent engineering principles with traditional building techniques to create the stunning Gando Primary School in Burkino Faso, which stays cool without air conditioning even though temperatures are in the 90s year round.
A few other ways architects are responding to extreme weather beyond heat include building homes to withstand fire, flood risks, and even hurricanes.
Northern California-based Faulkner architects build in wildfire-prone zones and are gathering expertise in construction with non-combustible materials and using landscaping to limit the risk of igniting as well as providing "defensible space," by limiting the amount of highly flammable vegetation around it. One Faulkner project, a family house near Lake Tahoe, was only 25 miles away from the Caldor fire in 2021. After, they reinforced the home in a “fire-resistive shell” of concrete walls and a steel roof coated with an ember-catching membrane. They also installed window glazing that can withstand temperatures of 1500 degrees Fahrenheit and gives the house a real chance of surviving a wildfire.
And it’s becoming more and more possible to live in a flood zone. Stilts protect houses built on floodplains and from rising tides. The Insurance Institute for Business and Home Safety says, “There’s no real substitute for elevation. It's your best bet." U.K. architect Lisa Shell’s beach house is a great example. She built it out of cork on stilts over an estuary where high tide flows under the house.
More and more, architects are designing with climate in mind:
• Genzler Architects built a photovoltaic canopy that shades an entire office building.
• Copenhagen-based Snohetta partnered on Harvard HouseZero to experiment ways to maximize energy efficiency of an old house. They recently completed Under, an underwater restaurant built to withstand rough seas and destined to become part of the seabed.
• BIG architects, famous for Copenhill, their waste-to-energy ski slope in Copenhagen, completed the first fully sustainable factory that doubles as a public park in Norway for outdoor furniture company Vestre.
• Land on Water is a transportable floating housing community developed by Danish Maritime Architecture Studio MAST
• Cosmic pre-fab houses are built for climate extremes with heat pumps and solar panels.
• Buhaus prefabs are made with fire-resistant aluminum facades.
• London-based Hugh Broughton Architects designs for both Antarctica and Mars. His Halley VI remote mobile research station was in a movie with Cate Blanchett and has moveable hydraulic legs that can be raised over snow drifts and slid to a new location if the ice melts. The Martian house explores new ways of living resourcefully here on Earth or on Mars. But architecture will need to do more than just return to regional design to create habitable structures that will withstand the environmental volatility coming our way.
It’s probably more instructive to look to the work of Shigeru Ban who has been constructing disaster housing in response to earthquakes, wars, and floods since the Kobe earthquake in 1995. He invented a system of recycled paper tubes that allow for quick construction of emergency shelters that can transition to permanent housing. (His latest prototype for Ukraine is a flat-pack, lightweight, easy-to-assemble house.)
In her book, Atmosphere Anatomies: On Design, Weather and Sensation, Harvard Professor and architect Sylvia Benedito explores habitats and communities that have learned to live with extreme weather in a resourceful way.
She believes Le Corbusier’s approach at Chandigarh is even more relevant today, “Chandigarh budgets were low and they could not afford air conditioning and they had to find inventive ways to tackle the climate challenges. Operating just as an architect doesn't help us think about climatic amelioration. Landscapes are vehicles for transforming punitive and inhospitable environments into spaces capable of accommodating and nurturing human life.”
“That’s why it is so frustrating,” she continues, “to see architects cut down trees, put in glass. I believe the next decades will see a revolution in landscape management.”
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The birthplace of electricity has more recently been known more for smokestacks and traffic jams than world-changing energy breakthroughs. But that could be about to change.
Why New Jersey? I’ll admit, that’s what I was wondering as my S.U.V. took a Sopranos-adjacent route from midtown Manhattan to an industrial park in Kearny, the Newark suburb bounded by the Passaic River to the west and a landfill to the east, where the holy grail of energy may soon be forged.
I was visiting the nuclear fusion company Thea Energy, which is in the process of designing a stellarator, a kind of torqued donut — French crullers were mentioned several times by Thea cofounder and chief executive Brian Berzin during my time there — that, with the help of 450 magnets and about 15 megawatts of power, could one day hold plasma in place, thereby creating the conditions for the same nuclear reaction that powers the stars to happen here on Earth.
The New Jersey facility was, to my eyes, part tech startup and part laboratory, with rows of desks in an open office and then, once the requisite eye-safety equipment was applied, a laboratory and small-scale manufacturing site.
There were workers winding high-temperature superconductor tape using what can only be described as an oversized VCR-like device named “Zeus” (Greek mythology is the company’s primary motif; the eventual fusion device will be called “Eos,” the goddess of dawn, while Thea is the goddess of light) to make the magnets that could one day make up the stellarator.
We walked past a precision cutting device known as a CNC machine for milling parts on site. Berzin was particularly proud of Thea’s ability to quickly iterate this part of the manufacturing process. A year ago, “when we wanted a new piece of stainless steel in that very specific configuration, we sent out engineering drawings to a third party — sometimes in the United States, sometimes abroad — for them to mill that piece of metal.”
That process “takes a couple of weeks, and then they send it back to you. Sometimes it’s not perfect — you have to get rid of a burr. The quality control is all over the place.” By milling on-site, Thea engineers can make parts and components faster and figure out more quickly what they actually need.
The last stop on the tour was the Canis, a kind of aluminum gougère held up by spindly legs that contained within it an array of nine magnets, with each magnet connected to 50 sensors that could dynamically control and adjust for any errors or misalignments in the magnetic fields. These mass-manufactured magnets could eventually allow the stellarator to be something more like a standard off-the-line product than a finnicky, boutique, one-of-a-kind science project that can only be installed and monitored by plasma physics PhDs.
“We can use very basic manufacturing technologies,” Berzin said. “Here we’re sitting in New Jersey right now. Things are built by local trade laborers, unionized laborers. As much as I love PhDs, power plants are not built by people that have PhDs from MIT or Harvard.”
The facility had a well-worn aura of frugality, a virtue rarely associated with fusion research, which is famous for international consortia taking decades and billions of dollars to come up with working devices, if they ever do. Last year, the team behind the ITER fusion reactor, whose history stretches back to 1985, announced that operation would be delayed until the mid-2030s, a nine-year setback that will likely tack on another €5 billion (around $5.8 billion) to the total cost of over €20 billion.
By contrast, Berzin told me, “when investors and stakeholders come to visit our labs, the one reaction that occurs frequently is, Wow, you’ve done all of this with only $20 million?”
Thea’s primary competitors in the booming private fusion industry, which has attracted over $7 billion in private investment globally, can be found outside Boston, where Commonwealth Fusion Systems spun out of the Massachusetts Institute of Technology, or north of Seattle, where Sam Altman-backed Helion is located, well known centers of scientific research and technology businesses.
Some of these competitors are incredibly well funded, especially CFS, which has raised around $2 billion — a substantial portion of all money raised by fusion companies everywhere.
Thea, by contrast, has raised around $30 million all told, with $20 million coming in a Series A backed by Prelude Ventures, Lowercarbon Capital, and other venture investors.
Berzin attributed this cost efficiency in part to the company’s heavy use of software in design and operations, which is a “more scalable, more cost-efficient thing,” he told me. “We’ve been able to go very far with our Series A compared to our peers,” which he credits to a “pretty gritty mindset.”
And yet still I wondered: Why North Jersey, an area better known for turnpikes, swamps, and pharmaceutical companies? “New York, New Jersey, the greater New York City area, I think notoriously within the investor-VC-tech community, is seen as being behind the ball,” Berzin said.
“I'm really proud to be here in the tri-state area. You have some great industries, people move to New York City to be in the center of the universe for one of many fields, and that has been something we've been able to leverage. All these different skill-sets and engineering talent pools weren't necessarily in fusion before,” Berzin said. “Control systems, optimization, manufacturing — these people exist within the New York City area.”
Northern New Jersey itself is something of an energy crossroads. It lies between two centers of fusion research — the Princeton Plasma Physics Laboratory, where the stellarator was first dreamed up and from which Thea itself was spun out, and Columbia University, which has its own fusion and plasma physics research programs.
Northern New Jersey is also centrally located within PJM Interconnection, the United States’s largest electricity market. Northern New Jersey is also centrally located within PJM Interconnection, the United States’s largest electricity market. While there isn’t yet a site for Thea to actually install their system in a power plant, executives did point to brownfield sites such as a decommissioned coal plant in Jersey City, which already has interconnection with the grid.
Not for nothing, New Jersey has been a center for electricity innovation for just about as long as there’s been a commercial market for electricity. Thomas Edison’s Menlo Park lab was located about 20 miles south of Thea. The company’s co-founder David Gates is a winner of the Edison Patent Award for the stellarator work at the Princeton lab.
Plus, “I live in New York City,” Berzin added. “It’s the center of the universe.”
If you can make fusion happen here — or at least across the Hudson from here — you might be able to make it happen anywhere.
The widely circulating document lists more than 68 activities newly subject to upper-level review.
The federal government is poised to put solar and wind projects through strict new reviews that may delay projects across the country, according to a widely circulating document reviewed by Heatmap.
The secretarial order authored by Interior Secretary Doug Burgum’s Deputy Chief of Staff for Policy Gregory Wischer is dated July 15 and states that “all decisions, actions, consultations, and other undertakings” that are “related to wind and solar energy facilities” will now be required to go through multiple layers of political review from Burgum’s office and Interior’s Office of the Deputy Secretary.
This new layer of review would span essentially anything Interior and its many subagencies would ordinarily be consulted on before construction on a project can commence — a milestone crucial for being able to qualify for federal renewable energy tax credits under the One Big Beautiful Bill Act. The order lists more than 68 different activities newly subject to higher-level review, including some basic determinations as to whether projects conform with federal environmental and conservation laws, as well as consultations on compliance with wildlife protection laws such as the Endangered Species Act. The final item in the list sweeps “any other similar or related decisions, actions, consultations, or undertakings” under the order’s purview, in case there was any grey area there.
In other words, this order is so drastic it would impact projects on state and private lands, as well as federal acreage. In some cases, agency staff may now need political sign-offs simply to tell renewables developers whether they need a permit at all.
“This is the way you stall and kill projects. Intentionally red-tape projects to death,” former Biden White House clean energy adviser Avi Zevin wrote on Bluesky in a post with a screenshot of the order.
The department has yet to release the document and it’s unclear whether or when it will be made public. The order’s existence was first reported by Politico; in a statement to that news outlet, the department did not deny the document’s existence but attacked leakers. “Let’s be clear: leaking internal documents to the media is cowardly, dishonest, and a blatant violation of professional standards,” the statement said.
Interior’s press office did not immediately respond to a request for comment from Heatmap about when this document may be made public. We also asked whether this would also apply to transmission connected to solar and wind. You had better believe I’ll be following up with the department to find out, and we’ll update this story if we hear back from them.
Two former Microsoft employees have turned their frustration into an awareness campaign to hold tech companies accountable.
When the clean energy world considers the consequences of the artificial intelligence boom, rising data center electricity demand and the strain it’s putting on the grid is typically top of mind — even if that’s weighed against the litany of potential positive impacts, which includes improved weather forecasting, grid optimization, wildfire risk mitigation, critical minerals discovery, and geothermal development.
I’ve written about a bunch of it. But the not-so-secret flip side is that naturally, any AI-fueled improvements in efficiency, data analytics, and predictive capabilities will benefit well-capitalized fossil fuel giants just as much — if not significantly more — than plucky climate tech startups or cash-strapped utilities.
“The narrative is a net impact equation that only includes the positive use cases of AI as compared to the operational impacts, which we believe is apples to oranges,” Holly Alpine, co-founder of the Enabled Emissions Campaign, told me. “We need to expand that conversation and include the negative applications in that scoreboard.”
Alpine founded the campaign alongside her partner, Will Alpine, in February of last year, with the goal of holding tech giants accountable for the ways users leverage their products to accelerate fossil fuel production. Both formerly worked for Microsoft on sustainability initiatives related to data centers and AI, but quit after what they told me amounted to a string of unfulfilled promises by the company and a realization that internal pressure alone couldn’t move the needle as far as they’d hoped.
While at Microsoft, they were dismayed to learn that the company had contracts for its cloud services and suite of AI tools with some of the largest fossil fuel corporations in the world — including ExxonMobil, Chevron, and Shell — and that the partnerships were formed with the explicit intent to expand oil and gas production. Other hyperscalers such as Google and Amazon have also formed similar cloud and AI service partnerships with oil and gas giants, though Google burnished its sustainability bona fides in 2020 by announcing that it would no longer build custom AI tools for the fossil fuel industry. (In response to my request for comment, Microsoft directed me to its energy principles, which were written in 2022, while the Alpines were still with the company, and to its 2025 sustainability report. Neither addresses the Alpines’ concerns directly, which is perhaps telling in its own right.)
AI can help fossil fuel companies accelerate and expand fossil fuel production throughout all stages of the process, from exploration and reservoir modeling to predictive maintenance, transport and logistics optimization, demand forecasting, and revenue modeling. And while partnerships with AI hyperscalers can be extremely beneficial, oil and gas companies are also building out their own AI-focused teams and capabilities in-house.
“As a lot of the low-hanging fruit in the oil reserve space has been plucked, companies have been increasingly relying on things like fracking and offshore drilling to stay competitive,” Will told me. “So using AI is now allowing those operations to continue in a way that they previously could not.”
Exxon, for example, boasts on its website that it’s “the first in our industry to leverage autonomous drilling in deep water,” thanks to its AI-powered systems that can determine drilling parameters and control the whole process sans human intervention. Likewise, BP notes that its "Optimization Genie” AI tool has helped it increase production by about 2,000 oil-equivalent barrels per day in the Gulf of Mexico, and that between 2022 and 2024, AI and advanced analytics allowed the company to increase production by 4% overall.
In general, however, the degree to which AI-enabled systems help expand production is not something companies speak about publicly. For instance, when Microsoft inked a contract with Exxon six years ago, it predicted that its suite of digital products would enable the oil giant to grow production in the Permian Basin by up to 50,000 barrels by 2025. And while output in the Permian has boomed, it’s unclear how much Microsoft is to thank for that as neither company has released any figures.
Either way, many of the climate impacts of using AI for oil and gas production are likely to go unquantified. That’s because the so-called “enabled emissions” from the tech sector are not captured by the standard emissions accounting framework, which categorizes direct emissions from a company’s operations as scope 1, indirect emissions from the generation of purchased energy as scope 2, and all other emissions across the value chain as scope 3. So while tailpipe emissions, for example, would fall into Exxon’s scope 3 bucket — thus requiring disclosure — they’re outside Microsoft’s reporting boundaries.
According to the Alpines’ calculations, though, Microsoft’s deal with Exxon plus another contract with Chevron totalled “over 300% of Microsoft’s entire carbon footprint, including data centers.” So it’s really no surprise that hyperscalers have largely fallen silent when it comes to citing specific numbers, given the history of employee blowback and media furor over the friction between tech companies’ sustainability targets and their fossil fuel contracts.
As such, the tech industry often ends up wrapping these deals in broad language highlighting operational efficiency, digital transformation, and even sustainability benefits —- think waste reduction and decreasing methane leakage rates — while glossing over the fact that at their core, these partnerships are primarily designed to increase oil and gas output.
While none of the fossil fuel companies I contacted — Chevron, Exxon, Shell, and BP — replied to my inquiries about the ways they’re leveraging AI, earnings calls and published corporate materials make it clear that the industry is ready to utilize the technology to its fullest extent.
“We’re looking to leverage knowledge in a different way than we have in the past,” Shell CEO Wael Sawan said on the company’s Q2 earnings call last year, citing AI as one of the tools that he sees as integral to “transform the culture of the company to one that is able to outcompete in the coming years.”
Shell has partnered since 2018 with the enterprise software company C3.ai on AI applications such as predictive maintenance, equipment monitoring, and asset optimization, the latter of which has helped the company increase liquid natural gas production by 1% to 2%. C3.ai CEO Tom Siebel was vague on the company’s 2025 Q1 earnings call, but said that Shell estimates that the partnership has “generated annual benefit to Shell of $2 billion.”
In terms of AI’s ability to get more oil and gas out of the ground, “it’s like getting a Kuwait online,” Rakesh Jaggi, who leads the digital efforts at the oil-services giant SLB, told Barron’s magazine. Kuwait is the third largest crude oil producer in OPEC, producing about 2.9 million barrels per day.
Some oil and gas giants were initially reluctant to get fully aboard the AI hype train — even Exxon CEO Darren Woods noted on the company’s 2024 Q3 earnings call that the oil giant doesn’t “like jumping on bandwagons.” Yet he still sees “good potential” for AI to be a “part of the equation” when it comes to the company’s ambition to slash $15 billion in costs by 2027.
Chevron is similarly looking to AI to cut costs. As the company’s Chief Financial Officer Eimear Bonner explained during its 2024 Q4 earnings call, AI could help Chevron save $2 to $3 billion over the next few years as the company looks towards “using technology to do work completely differently.” Meanwhile, Saudi Aramco’s CEO Amin Nasser told Bloomberg that AI is a core reason it’s been able to keep production costs at $3 per barrel for the past 20 years, despite inflation and other headwinds in the sector.
Of course, it should come as no surprise that fossil fuel companies are taking advantage of the vast opportunities that AI provides. After all, the investors and shareholders these companies are ultimately beholden to would likely revolt if they thought their fiduciaries had failed to capitalize on such an enormous technological breakthrough.
The Alpines are well aware that this is the world we live in, and that we’re not going to overthrow capitalism anytime soon. Right now, they told me they’re primarily running a two-person “awareness campaign,” as the general public and sometimes even former colleagues are largely in the dark when it comes to how AI is being used to boost oil and gas production. While Will said they’re “staying small and lean” for now while they fundraise, the campaign has support from a number of allies including the consumer rights group Public Citizen, the tech worker group Amazon Employees for Climate Justice, and the NGO Friends of the Earth.
In the medium term, they’re looking toward policy shifts that would require more disclosure and regulation around AI’s potential for harm in the energy sector. “The only way we believe to really achieve deep change is to raise the floor at an international or national policy level,” Will told me. As an example, he pointed to the EU’s comprehensive regulations that categorize AI use cases by risk level, which then determines the rules these systems are subject to. Police use of facial recognition is considered high risk, for example, while AI spam filters are low risk. Right now, energy sector applications are not categorized as risky at all.
“What we would advocate for would be that AI use in the energy sector falls under a high risk classification system due to its risk for human harm. And then it would go through a governance process, ideally that would align with climate science targets,” Will told me. “So you could use that to uplift positive applications like AI for methane leak detection, but AI for upstream scenarios should be subject to additional scrutiny.”
And realistically, there’s no chance of something like this being implemented in the U.S. under Trump, let alone somewhere like Saudi Arabia. And even if such regulations were eventually enacted in some countries, energy markets are global, meaning governments around the world would ultimately need to align on risk mitigation strategies for reigning in AI’s potential for climate harm.
As Will told me, “that would be a massive uphill battle, but we think it’s one that’s worth fighting.”