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Material Cultures looks to the past to build the future

Despite decades of green certifications, better material sourcing, and the use of more sustainable materials such as mass timber, the built environment is still responsible for a third of global emissions worldwide. According to a 2024 UN report, the building sector has fallen “significantly behind on progress” toward becoming more sustainable. Changing the way we erect and operate buildings remains key to even approaching climate goals.  “As soon as you set out and do something differently in construction, you are constantly bumping your head against the wall,” says Paloma Gormley, a director of the London-based design and research nonprofit Material Cultures. “You can either stop there or take a step back and try to find a way around it.” Gormley has been finding a “way around it” by systematically exploring how tradition can be harnessed in new ways to repair what she has dubbed the “oil vernacular”—the contemporary building system shaped not by local, natural materials but by global commodities and plastic products made largely from fossil fuels. Though she grew up in a household rich in art and design—she’s the daughter of the famed British sculptor Antony Gormley—she’s quick to say she’s far from a brilliant maker and more of a “bodger,” a term that means someone who does work that’s botched or shoddy.  Improviser or DIYer might be more accurate. One of her first bits of architecture was a makeshift home built on the back of a truck she used to tour around England one summer in her 20s. The work of her first firm, Practice Architecture, which she cofounded after graduating from the University of Cambridge in 2009, was informed by London’s DIY subcultures and informal art spaces. She says these scenes “existed in the margins and cracks between things, but in which a lot felt possible.”  Frank’s Café, a bar and restaurant she built in 2009 on the roof of a parking garage in Peckham that hosted a sculpture park, was constructed from ratchet straps, scaffold boards, and castoffs she’d source from lumberyards and transport on the roof rack of an old Volvo. It was the first of a series of cultural and social spaces she and her partner Lettice Drake created using materials both low-budget and local.  Material Cultures grew out of connections Gormley made while she was teaching at London Metropolitan University. In 2019, she was a teaching assistant along with Summer Islam, who was friends with George Massoud, both architects and partners in the firm Study Abroad and advocates of more socially conscious design. The trio had a shared interest in sustainability and building practices, as well as a frustration with the architecture world’s focus on improving sustainability through high-tech design. Instead of using modern methods to build more efficient commercial and residential spaces from carbon-intensive materials like steel, they thought, why not revisit first principles? Build with locally sourced, natural materials and you don’t have to worry about making up a carbon deficit in the first place.  The frame of Clearfell House was built with ash and larch, two species of wood vulnerable to climate changeHENRY WOIDE/COURTESY OF MATERIAL CULTURES Flat House was built with pressed panels of hemp grown in the fields surrounding the home.OSKAR PROCTOR As many other practitioners look to artificial intelligence and other high-tech approaches to building, Material Cultures has always focused on sustainability, finding creative ways to turn local materials into new buildings. And the three of them don’t just design and build. They team up with traditional craft experts to explore the potential of materials like reeds and clay, and techniques like thatching and weaving.  More than any one project, Gormley, Islam, and Massoud are perhaps best known for their meditation on the subject of how architects work. Published in 2022, Material Reform: Building for a Post-Carbon Future is a pocket-size book that drills into materials and methodologies to suggest a more thoughtful, ecological architecture. “There is a huge amount of technological knowledge and intelligence in historic, traditional, vernacular ways of doing things that’s been evolved over millennia, not just the last 100 years,” Gormley says. “We’re really about trying to tap into that.” One of Material Cultures’ early works, Flat House, a home built in 2019 in Cambridgeshire, England, with pressed panels of hemp grown in the surrounding fields, was meant as an exploration of what kind of building could be made from what a single farm could produce. Gormley was there from the planting of the seeds to the harvesting of the hemp plants to the completion of construction.  “It was incredible understanding that buildings could be part of these natural cycles,” she says.  Clearfell House, a timber A-frame cabin tucked into a clearing in the Dalby Forest in North Yorkshire, England, exemplifies the firm’s obsession with elevating humble materials and vernacular techniques. Every square inch of the house, which was finished in late 2024 as part of a construction class Material Cultures’ architects taught at Central Saint Martins design school in London, emerged from extensive research into British timber, the climate crisis, and how forestry is changing. That meant making the frame from local ash and larch, two species of wood specifically chosen because they were affected by climate change, and avoiding the use of factory-farmed lumber. The modular system used for the structure was made to be replicated at scale.   “I find it rare that architecture offices have such a clear framing and mission,” says Andreas Lang, head of the Saint Martins architecture program. “Emerging practices often become client-dependent. For [Material Cultures], the client is maybe the planet.” Material Cultures fits in with the boom in popularity for more sustainable materials, waste-minimizing construction, and panelized building using straw and hemp, says Michael Burchert, a German expert on decarbonized buildings. “People are grabbing the good stuff from the hippies at the moment,” he says. Regulation has started to follow: France recently mandated that new public buildings be constructed with 50% timber or other biological material, and Denmark’s construction sector has embarked on a project, Pathways to Biobased Construction, to promote use of nature-based products in new building. Burchert appreciates the way the firm melds theory and practice. “We have academia, and academia is full of papers,” he says. “We need makers.”  Over the last several years, Gormley and her cofounders have developed a portfolio of work that rethinks construction supply chains and stays grounded in social impact. The just-finished Wolves Lane Centre, a $2.4 million community center in North London run by a pair of groups that work on food and racial justice, didn’t just reflect Material Cultures’ typical focus on bio-based materials—in this case, local straw, lime, and timber.  LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES For Wolves Lane Centre, a $2.4 million community facility for groups working on food and racial justice, expert plasterers and specialists in straw-bale construction were brought in so their processes could be shared and learned. LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES It was a project of self-determination and learning, says Gormley. Expert plasterers and specialists in straw-bale construction were brought in so the processes could be shared and learned. Introducing this kind of teaching into the construction process was quite time-consuming and, Gormley says, was as expensive as using contemporary techniques, if not more so. But the added value was worth it.  “The people who become the custodians of these buildings then have the skills to maintain and repair, as well as evolve, the site over time,” she says.  As Burchert puts it, science fiction tends to show a future built of concrete and steel; Material Cultures instead offers something natural, communal, and innovative, a needed paradigm shift. And it’s increasingly working on a larger scale. The Phoenix, a forthcoming low-carbon development in the southern English city of Lewes that’s being developed by a former managing director for Greenpeace, will use the firm’s designs for 70 of its 700 planned homes.  The project Gormley may be most excited about is an interdisciplinary school Material Cultures is creating north of London: a 500-acre former farm in Essex that will be a living laboratory bridging the firm’s work in supply chains, materials science, and construction. The rural site for the project, which has the working title Land Lab, was deliberately chosen as a place where those connections would be inherent, Gormley says.  The Essex project advances the firm’s larger mission. As Gormley, Massoud, and Islam advise in their book, “Hold a vision of a radically different world in your mind while continuing to act in the world as it is, persisting in the project of making changes that are within the scope of action.”  Patrick Sisson, a Chicago expat living in Los Angeles, covers technology and urbanism.

Despite decades of green certifications, better material sourcing, and the use of more sustainable materials such as mass timber, the built environment is still responsible for a third of global emissions worldwide. According to a 2024 UN report, the building sector has fallen “significantly behind on progress” toward becoming more sustainable. Changing the way we erect and operate buildings remains key to even approaching climate goals. 

“As soon as you set out and do something differently in construction, you are constantly bumping your head against the wall,” says Paloma Gormley, a director of the London-based design and research nonprofit Material Cultures. “You can either stop there or take a step back and try to find a way around it.”

Gormley has been finding a “way around it” by systematically exploring how tradition can be harnessed in new ways to repair what she has dubbed the “oil vernacular”—the contemporary building system shaped not by local, natural materials but by global commodities and plastic products made largely from fossil fuels.

Though she grew up in a household rich in art and design—she’s the daughter of the famed British sculptor Antony Gormley—she’s quick to say she’s far from a brilliant maker and more of a “bodger,” a term that means someone who does work that’s botched or shoddy. 

Improviser or DIYer might be more accurate. One of her first bits of architecture was a makeshift home built on the back of a truck she used to tour around England one summer in her 20s. The work of her first firm, Practice Architecture, which she cofounded after graduating from the University of Cambridge in 2009, was informed by London’s DIY subcultures and informal art spaces. She says these scenes “existed in the margins and cracks between things, but in which a lot felt possible.” 

Frank’s Café, a bar and restaurant she built in 2009 on the roof of a parking garage in Peckham that hosted a sculpture park, was constructed from ratchet straps, scaffold boards, and castoffs she’d source from lumberyards and transport on the roof rack of an old Volvo. It was the first of a series of cultural and social spaces she and her partner Lettice Drake created using materials both low-budget and local. 

Material Cultures grew out of connections Gormley made while she was teaching at London Metropolitan University. In 2019, she was a teaching assistant along with Summer Islam, who was friends with George Massoud, both architects and partners in the firm Study Abroad and advocates of more socially conscious design. The trio had a shared interest in sustainability and building practices, as well as a frustration with the architecture world’s focus on improving sustainability through high-tech design. Instead of using modern methods to build more efficient commercial and residential spaces from carbon-intensive materials like steel, they thought, why not revisit first principles? Build with locally sourced, natural materials and you don’t have to worry about making up a carbon deficit in the first place. 

The frame of Clearfell House was built with ash and larch, two species of wood vulnerable to climate change
HENRY WOIDE/COURTESY OF MATERIAL CULTURES
office in a house
Flat House was built with pressed panels of hemp grown in the fields surrounding the home.
OSKAR PROCTOR

As many other practitioners look to artificial intelligence and other high-tech approaches to building, Material Cultures has always focused on sustainability, finding creative ways to turn local materials into new buildings. And the three of them don’t just design and build. They team up with traditional craft experts to explore the potential of materials like reeds and clay, and techniques like thatching and weaving. 

More than any one project, Gormley, Islam, and Massoud are perhaps best known for their meditation on the subject of how architects work. Published in 2022, Material Reform: Building for a Post-Carbon Future is a pocket-size book that drills into materials and methodologies to suggest a more thoughtful, ecological architecture.

“There is a huge amount of technological knowledge and intelligence in historic, traditional, vernacular ways of doing things that’s been evolved over millennia, not just the last 100 years,” Gormley says. “We’re really about trying to tap into that.”

One of Material Cultures’ early works, Flat House, a home built in 2019 in Cambridgeshire, England, with pressed panels of hemp grown in the surrounding fields, was meant as an exploration of what kind of building could be made from what a single farm could produce. Gormley was there from the planting of the seeds to the harvesting of the hemp plants to the completion of construction. 

“It was incredible understanding that buildings could be part of these natural cycles,” she says. 

Clearfell House, a timber A-frame cabin tucked into a clearing in the Dalby Forest in North Yorkshire, England, exemplifies the firm’s obsession with elevating humble materials and vernacular techniques. Every square inch of the house, which was finished in late 2024 as part of a construction class Material Cultures’ architects taught at Central Saint Martins design school in London, emerged from extensive research into British timber, the climate crisis, and how forestry is changing. That meant making the frame from local ash and larch, two species of wood specifically chosen because they were affected by climate change, and avoiding the use of factory-farmed lumber. The modular system used for the structure was made to be replicated at scale.  

“I find it rare that architecture offices have such a clear framing and mission,” says Andreas Lang, head of the Saint Martins architecture program. “Emerging practices often become client-dependent. For [Material Cultures], the client is maybe the planet.”

Material Cultures fits in with the boom in popularity for more sustainable materials, waste-minimizing construction, and panelized building using straw and hemp, says Michael Burchert, a German expert on decarbonized buildings. “People are grabbing the good stuff from the hippies at the moment,” he says. Regulation has started to follow: France recently mandated that new public buildings be constructed with 50% timber or other biological material, and Denmark’s construction sector has embarked on a project, Pathways to Biobased Construction, to promote use of nature-based products in new building.

Burchert appreciates the way the firm melds theory and practice. “We have academia, and academia is full of papers,” he says. “We need makers.” 

Over the last several years, Gormley and her cofounders have developed a portfolio of work that rethinks construction supply chains and stays grounded in social impact. The just-finished Wolves Lane Centre, a $2.4 million community center in North London run by a pair of groups that work on food and racial justice, didn’t just reflect Material Cultures’ typical focus on bio-based materials—in this case, local straw, lime, and timber. 

LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES

LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES

For Wolves Lane Centre, a $2.4 million community facility for groups working on food and racial justice, expert plasterers and specialists in straw-bale construction were brought in so their processes could be shared and learned.

LUKE O’DONOVAN/COURTESY OF MATERIAL CULTURES

It was a project of self-determination and learning, says Gormley. Expert plasterers and specialists in straw-bale construction were brought in so the processes could be shared and learned. Introducing this kind of teaching into the construction process was quite time-consuming and, Gormley says, was as expensive as using contemporary techniques, if not more so. But the added value was worth it. 

“The people who become the custodians of these buildings then have the skills to maintain and repair, as well as evolve, the site over time,” she says. 

As Burchert puts it, science fiction tends to show a future built of concrete and steel; Material Cultures instead offers something natural, communal, and innovative, a needed paradigm shift. And it’s increasingly working on a larger scale. The Phoenix, a forthcoming low-carbon development in the southern English city of Lewes that’s being developed by a former managing director for Greenpeace, will use the firm’s designs for 70 of its 700 planned homes. 

The project Gormley may be most excited about is an interdisciplinary school Material Cultures is creating north of London: a 500-acre former farm in Essex that will be a living laboratory bridging the firm’s work in supply chains, materials science, and construction. The rural site for the project, which has the working title Land Lab, was deliberately chosen as a place where those connections would be inherent, Gormley says. 

The Essex project advances the firm’s larger mission. As Gormley, Massoud, and Islam advise in their book, “Hold a vision of a radically different world in your mind while continuing to act in the world as it is, persisting in the project of making changes that are within the scope of action.” 

Patrick Sisson, a Chicago expat living in Los Angeles, covers technology and urbanism.

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Nvidia targets data center with new servers, AI software

More Nvidia news from SIGGRAPH The RTX Pro server wasn’t the only news at the show. Nvidia also announced two new models of its Nemotron model family – the Nemotron Nano 2 and Llama Nemotron Super 1.5 – with advanced reasoning capabilities for building smarter AI agents. Nemotron is a family of enterprise-ready, open large language models (LLM) designed to enhance agentic AI for tasks requiring sophisticated reasoning, instruction following, coding, tool use, and multimodal (text+vision) understanding. These models deliver high accuracy for their relative size in areas such as scientific reasoning, coding, tool use, instruction following and chat, according to Nvidia. They are designed to imbue AI agents with deeper cognitive abilities and help AI systems explore options, weigh decisions and deliver results within defined constraints. Nvidia claims Nemotron Nano 2 achieves up to six times higher token generation throughput compared to other models its size. Llama Nemotron Super 1.5 offers top-tier performance and leads in reasoning accuracy, making it suitable for handling complex enterprise tasks. Also, Nvidia is empowering robotics and machines to “see” and react to what they see with new AI models that can ingest visual information and think about said information. The vendor just announced Cosmos Reason, a new open, customizable 7 billion-parameter reasoning Vision Language Models, or VLMs. VLMs allow robots and vision agents to think about what they see, just like a human. Up to now, robots have had the ability to “see,” but their reaction to what they saw was extremely limited. A VLM provides robotics with the ability to think about their actions.

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Microsoft will invest $80B in AI data centers in fiscal 2025

And Microsoft isn’t the only one that is ramping up its investments into AI-enabled data centers. Rival cloud service providers are all investing in either upgrading or opening new data centers to capture a larger chunk of business from developers and users of large language models (LLMs).  In a report published in October 2024, Bloomberg Intelligence estimated that demand for generative AI would push Microsoft, AWS, Google, Oracle, Meta, and Apple would between them devote $200 billion to capex in 2025, up from $110 billion in 2023. Microsoft is one of the biggest spenders, followed closely by Google and AWS, Bloomberg Intelligence said. Its estimate of Microsoft’s capital spending on AI, at $62.4 billion for calendar 2025, is lower than Smith’s claim that the company will invest $80 billion in the fiscal year to June 30, 2025. Both figures, though, are way higher than Microsoft’s 2020 capital expenditure of “just” $17.6 billion. The majority of the increased spending is tied to cloud services and the expansion of AI infrastructure needed to provide compute capacity for OpenAI workloads. Separately, last October Amazon CEO Andy Jassy said his company planned total capex spend of $75 billion in 2024 and even more in 2025, with much of it going to AWS, its cloud computing division.

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John Deere unveils more autonomous farm machines to address skill labor shortage

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Self-driving tractors might be the path to self-driving cars. John Deere has revealed a new line of autonomous machines and tech across agriculture, construction and commercial landscaping. The Moline, Illinois-based John Deere has been in business for 187 years, yet it’s been a regular as a non-tech company showing off technology at the big tech trade show in Las Vegas and is back at CES 2025 with more autonomous tractors and other vehicles. This is not something we usually cover, but John Deere has a lot of data that is interesting in the big picture of tech. The message from the company is that there aren’t enough skilled farm laborers to do the work that its customers need. It’s been a challenge for most of the last two decades, said Jahmy Hindman, CTO at John Deere, in a briefing. Much of the tech will come this fall and after that. He noted that the average farmer in the U.S. is over 58 and works 12 to 18 hours a day to grow food for us. And he said the American Farm Bureau Federation estimates there are roughly 2.4 million farm jobs that need to be filled annually; and the agricultural work force continues to shrink. (This is my hint to the anti-immigration crowd). John Deere’s autonomous 9RX Tractor. Farmers can oversee it using an app. While each of these industries experiences their own set of challenges, a commonality across all is skilled labor availability. In construction, about 80% percent of contractors struggle to find skilled labor. And in commercial landscaping, 86% of landscaping business owners can’t find labor to fill open positions, he said. “They have to figure out how to do

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2025 playbook for enterprise AI success, from agents to evals

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More 2025 is poised to be a pivotal year for enterprise AI. The past year has seen rapid innovation, and this year will see the same. This has made it more critical than ever to revisit your AI strategy to stay competitive and create value for your customers. From scaling AI agents to optimizing costs, here are the five critical areas enterprises should prioritize for their AI strategy this year. 1. Agents: the next generation of automation AI agents are no longer theoretical. In 2025, they’re indispensable tools for enterprises looking to streamline operations and enhance customer interactions. Unlike traditional software, agents powered by large language models (LLMs) can make nuanced decisions, navigate complex multi-step tasks, and integrate seamlessly with tools and APIs. At the start of 2024, agents were not ready for prime time, making frustrating mistakes like hallucinating URLs. They started getting better as frontier large language models themselves improved. “Let me put it this way,” said Sam Witteveen, cofounder of Red Dragon, a company that develops agents for companies, and that recently reviewed the 48 agents it built last year. “Interestingly, the ones that we built at the start of the year, a lot of those worked way better at the end of the year just because the models got better.” Witteveen shared this in the video podcast we filmed to discuss these five big trends in detail. Models are getting better and hallucinating less, and they’re also being trained to do agentic tasks. Another feature that the model providers are researching is a way to use the LLM as a judge, and as models get cheaper (something we’ll cover below), companies can use three or more models to

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OpenAI’s red teaming innovations define new essentials for security leaders in the AI era

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More OpenAI has taken a more aggressive approach to red teaming than its AI competitors, demonstrating its security teams’ advanced capabilities in two areas: multi-step reinforcement and external red teaming. OpenAI recently released two papers that set a new competitive standard for improving the quality, reliability and safety of AI models in these two techniques and more. The first paper, “OpenAI’s Approach to External Red Teaming for AI Models and Systems,” reports that specialized teams outside the company have proven effective in uncovering vulnerabilities that might otherwise have made it into a released model because in-house testing techniques may have missed them. In the second paper, “Diverse and Effective Red Teaming with Auto-Generated Rewards and Multi-Step Reinforcement Learning,” OpenAI introduces an automated framework that relies on iterative reinforcement learning to generate a broad spectrum of novel, wide-ranging attacks. Going all-in on red teaming pays practical, competitive dividends It’s encouraging to see competitive intensity in red teaming growing among AI companies. When Anthropic released its AI red team guidelines in June of last year, it joined AI providers including Google, Microsoft, Nvidia, OpenAI, and even the U.S.’s National Institute of Standards and Technology (NIST), which all had released red teaming frameworks. Investing heavily in red teaming yields tangible benefits for security leaders in any organization. OpenAI’s paper on external red teaming provides a detailed analysis of how the company strives to create specialized external teams that include cybersecurity and subject matter experts. The goal is to see if knowledgeable external teams can defeat models’ security perimeters and find gaps in their security, biases and controls that prompt-based testing couldn’t find. What makes OpenAI’s recent papers noteworthy is how well they define using human-in-the-middle

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