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The astronaut training tourists to fly in the world’s first commercial space station

For decades, space stations have been largely staffed by professional astronauts and operated by a handful of nations. But that’s about to change in the coming years, as companies including Axiom Space and Sierra Space launch commercial space stations that will host tourists and provide research facilities for nations and other firms.  The first of those stations could be Haven-1, which the California-based company Vast aims to launch in May 2026. If all goes to plan, its earliest paying visitors will arrive about a month later. Drew Feustel, a former NASA astronaut, will help train them and get them up to speed ahead of their historic trip. Feustel has spent 226 days in space on three trips to the International Space Station (ISS) and the Hubble Space Telescope.  Feustel is now lead astronaut for Vast, which he advised on the new station’s interior design. He also created a months-long program to prepare customers to live and work there. Crew members (up to four at a time) will arrive at Haven-1 via a SpaceX Dragon spacecraft, which will dock to the station and remain attached throughout each 10-day stay. (Vast hasn’t publicly said who will fly on its first missions or announced the cost of a ticket, though competing firms have charged tens of millions of dollars for similar trips.) In this artist’s rendering, the Haven-1 space station is shown in orbit docked with the SpaceX Dragon spacecraft. Haven-1 is intended as a temporary facility, to be followed by a bigger, permanent station called Haven-2. Vast will begin launching Haven-2’s modules in 2028 and says it will be able to support a crew by 2030. That’s about when NASA will start decommissioning the ISS, which has operated for almost 30 years. Instead of replacing it, NASA and its partners intend to carry out research aboard commercial stations like those built by Vast, Axiom, and Sierra.  I recently caught up with Feustel in Lisbon at the tech conference Web Summit, where he was speaking about his role at Vast and the company’s ambitions.  Responses have been edited and condensed.  What are you hoping this new wave of commercial space stations will enable people to do? Ideally, we’re creating access. The paradigm that we’ve seen for 25 years is primarily US-backed missions to the International Space Station, and [NASA] operating that station in coordination with other nations. But [it’s] still limited to 16 or 17 primary partners in the ISS program.  Following NASA’s intentions, we are planning to become a service provider to not only the US government, but other sovereign nations around the world, to allow greater access to a low-Earth-orbit platform. We can be a service provider to other organizations and nations that are planning to build a human spaceflight program. Today, you’re Vast’s lead astronaut after you were initially brought on to advise the company on the design of Haven-1 and Haven-2. What are some of the things that you’ve weighed in on?  Some of the things where I can see tangible evidence of my work is, for example, in the sleep cores and sleep system—trying to define a more comfortable way for astronauts to sleep. We’ve come up with an air bladder system that provides distributed forces on the body that kind of emulate, or I believe will emulate, the gravity field that we feel in bed when we lie down, having that pressure of gravity on you.  Oh, like a weighted blanket?  Kind of like a weighted blanket, but you’re up against the wall, so you have to create, like, an inflatable bladder that will push you against the wall. That’s one of the very tangible, obvious things. But I work with the company on anything from crew displays and interfaces and how notifications and system information come through to how big a window should be.  How big should a window be? I feel like the bigger the better—but what are the factors that go into that, from an astronaut’s perspective?  The bigger the better. And the other thing to think about is—what do you do with the window? Take pictures. The ability to take photos out a window is important—the quality of the window, which direction it points. You know, it’s not great if it’s just pointing up in space all the time and you never see the Earth.  You’re also in charge of the astronaut training program at Vast. Tell me what that program looks like, because in some cases you’ll have private citizens who are paying for their trip that have no experience whatsoever. A typical training flow for two weeks on our space station is extended out to about an 11-month period with gaps in between each of the training weeks. And so if you were to press that down together, it probably represents about three to four months of day-to-day training.  I would say half of it’s devoted to learning how to fly on the SpaceX Dragon, because that’s our transportation, and the greatest risk for anybody flying is on launch and landing. We want people to understand how to operate in that spacecraft, and that component is designed by SpaceX. They have their own training plans.  What we do is kind of piggyback on those weeks. If a crew shows up in California to train at SpaceX, we’ll grab them that same week and say, “Come down to our facility. We will train you to operate inside our spacecraft.” Much of that is focused on emergency response. We want the crew to be able to keep themselves safe. In case anything happens on the vehicle that requires them to depart, to get back in the SpaceX Dragon and leave, we want to make sure that they understand all of the steps required.  Another part is day-to-day living, like—how do you eat? How do you sleep, how do you use the bathroom? Those are really important things. How do you download the pictures after you take them? How do you access your science payloads that are in our payload racks that provide data and telemetry for the research you’re doing?  We want to practice every one of those things multiple times, including just taking care of yourself, before you go to space so that when you get there, you’ve built a lot of that into your muscle memory, and you can just do the things you need to do instead of every day being like a really steep learning curve. Strawberries and other perishable foods are freeze-dried by the Vast Food Systems team to prepare them for missions. Making coffee in a zero-gravity environment calls for specialized devices. Do you have a facility where you’ll take people through some of these motions? Or a virtual simulation of some kind?  We have built a training mock-up, an identical vehicle to what people will live in in space. But it’s not in a zero-gravity environment. The only way to get any similar training is to fly on what we call a zero-g airplane, which does parabolas in space—it climbs up and then falls toward the Earth. Its nickname is the vomit comet.  But otherwise, there’s really no way to train for microgravity. You just have to watch videos and talk about it a lot, and try to prepare people mentally for what that’s going to be like. You can also train underwater, but that’s more related to spacewalking, and it’s much more advanced.  How do you expect people will spend their time in the station?  If history is any indication, they will be quite busy and probably oversubscribed. Their time will be spent basically caring for themselves, and trying to execute their experiments, and looking out the window. Those are the three big categories of what you’re going to do in space. And public relation activities like outreach back to Earth, to schools or hospitals or corporations.  This new era means that many more everyday people—though mostly wealthy ones at the beginning, because of ticket prices—will have this interesting view of Earth. How do you think the average person will react to that?  A good analogy is to say, how are people reacting to sub-orbital flights? Blue Origin and Virgin Galactic offer suborbital flights, [which are] basically three or four minutes of floating and looking down at the Earth from an altitude that’s about a third or a fifth of the altitude that actual orbital and career astronauts achieve when they circle the planet.  Shown here is Vast’s Haven-1 station as it completes testing in the Mojave Desert in 2025. If you look at the reaction of those individuals and what they perceive, it’s amazing, right? It’s like awe and wonder. It’s the same way that astronauts react and talk when we see Earth—and say if more humans could see Earth from space, we’d probably be a little bit better about being humans on Earth.  That’s the hope, is that we create that access and more people can understand what it means to live on this planet. It’s essentially a spacecraft—it’s got its own environmental control system that keeps us alive, and that’s a big deal.  Some people have expressed ambitions for this kind of station to enable humans to become a multiplanetary species. Do you share that ambition for our species? If so, why?  Yeah, I do. I just believe that humans need to have the ability to live off of the planet. I mean, we’re capable of it, and we’re creating that access now. So why wouldn’t we explore space and go further and farther and learn to live in other areas? Not to say that we should deplete everything here and deplete everything there. But maybe we take some of the burden off of the place that we call home. I think there’s a lot of reasons to live and work in space and off our own planet.  There’s not really a backup plan for no Earth. We know that there are risks from the space around us—dinosaurs fell prey to space hazards. We should be aware of those and work harder to extend our capabilities and create some backup plans. 

For decades, space stations have been largely staffed by professional astronauts and operated by a handful of nations. But that’s about to change in the coming years, as companies including Axiom Space and Sierra Space launch commercial space stations that will host tourists and provide research facilities for nations and other firms. 

The first of those stations could be Haven-1, which the California-based company Vast aims to launch in May 2026. If all goes to plan, its earliest paying visitors will arrive about a month later. Drew Feustel, a former NASA astronaut, will help train them and get them up to speed ahead of their historic trip. Feustel has spent 226 days in space on three trips to the International Space Station (ISS) and the Hubble Space Telescope. 

Feustel is now lead astronaut for Vast, which he advised on the new station’s interior design. He also created a months-long program to prepare customers to live and work there. Crew members (up to four at a time) will arrive at Haven-1 via a SpaceX Dragon spacecraft, which will dock to the station and remain attached throughout each 10-day stay. (Vast hasn’t publicly said who will fly on its first missions or announced the cost of a ticket, though competing firms have charged tens of millions of dollars for similar trips.)

In this artist’s rendering, the Haven-1 space station is shown in orbit docked with the SpaceX Dragon spacecraft.

Haven-1 is intended as a temporary facility, to be followed by a bigger, permanent station called Haven-2. Vast will begin launching Haven-2’s modules in 2028 and says it will be able to support a crew by 2030. That’s about when NASA will start decommissioning the ISS, which has operated for almost 30 years. Instead of replacing it, NASA and its partners intend to carry out research aboard commercial stations like those built by Vast, Axiom, and Sierra. 

I recently caught up with Feustel in Lisbon at the tech conference Web Summit, where he was speaking about his role at Vast and the company’s ambitions. 

Responses have been edited and condensed. 

What are you hoping this new wave of commercial space stations will enable people to do?

Ideally, we’re creating access. The paradigm that we’ve seen for 25 years is primarily US-backed missions to the International Space Station, and [NASA] operating that station in coordination with other nations. But [it’s] still limited to 16 or 17 primary partners in the ISS program. 

Following NASA’s intentions, we are planning to become a service provider to not only the US government, but other sovereign nations around the world, to allow greater access to a low-Earth-orbit platform. We can be a service provider to other organizations and nations that are planning to build a human spaceflight program.

Today, you’re Vast’s lead astronaut after you were initially brought on to advise the company on the design of Haven-1 and Haven-2. What are some of the things that you’ve weighed in on? 

Some of the things where I can see tangible evidence of my work is, for example, in the sleep cores and sleep system—trying to define a more comfortable way for astronauts to sleep. We’ve come up with an air bladder system that provides distributed forces on the body that kind of emulate, or I believe will emulate, the gravity field that we feel in bed when we lie down, having that pressure of gravity on you. 

Oh, like a weighted blanket? 

Kind of like a weighted blanket, but you’re up against the wall, so you have to create, like, an inflatable bladder that will push you against the wall. That’s one of the very tangible, obvious things. But I work with the company on anything from crew displays and interfaces and how notifications and system information come through to how big a window should be. 

How big should a window be? I feel like the bigger the betterbut what are the factors that go into that, from an astronaut’s perspective? 

The bigger the better. And the other thing to think about is—what do you do with the window? Take pictures. The ability to take photos out a window is important—the quality of the window, which direction it points. You know, it’s not great if it’s just pointing up in space all the time and you never see the Earth. 

A person looks out the window of Haven-1 at the Earth.

You’re also in charge of the astronaut training program at Vast. Tell me what that program looks like, because in some cases you’ll have private citizens who are paying for their trip that have no experience whatsoever.

A typical training flow for two weeks on our space station is extended out to about an 11-month period with gaps in between each of the training weeks. And so if you were to press that down together, it probably represents about three to four months of day-to-day training. 

I would say half of it’s devoted to learning how to fly on the SpaceX Dragon, because that’s our transportation, and the greatest risk for anybody flying is on launch and landing. We want people to understand how to operate in that spacecraft, and that component is designed by SpaceX. They have their own training plans. 

What we do is kind of piggyback on those weeks. If a crew shows up in California to train at SpaceX, we’ll grab them that same week and say, “Come down to our facility. We will train you to operate inside our spacecraft.” Much of that is focused on emergency response. We want the crew to be able to keep themselves safe. In case anything happens on the vehicle that requires them to depart, to get back in the SpaceX Dragon and leave, we want to make sure that they understand all of the steps required. 

Another part is day-to-day living, like—how do you eat? How do you sleep, how do you use the bathroom? Those are really important things. How do you download the pictures after you take them? How do you access your science payloads that are in our payload racks that provide data and telemetry for the research you’re doing? 

We want to practice every one of those things multiple times, including just taking care of yourself, before you go to space so that when you get there, you’ve built a lot of that into your muscle memory, and you can just do the things you need to do instead of every day being like a really steep learning curve.

Strawberries and other perishable foods are freeze-dried by the Vast Food Systems team to prepare them for missions.

Making coffee in a zero-gravity environment calls for specialized devices.

Do you have a facility where you’ll take people through some of these motions? Or a virtual simulation of some kind? 

We have built a training mock-up, an identical vehicle to what people will live in in space. But it’s not in a zero-gravity environment. The only way to get any similar training is to fly on what we call a zero-g airplane, which does parabolas in space—it climbs up and then falls toward the Earth. Its nickname is the vomit comet. 

But otherwise, there’s really no way to train for microgravity. You just have to watch videos and talk about it a lot, and try to prepare people mentally for what that’s going to be like. You can also train underwater, but that’s more related to spacewalking, and it’s much more advanced. 

How do you expect people will spend their time in the station? 

If history is any indication, they will be quite busy and probably oversubscribed. Their time will be spent basically caring for themselves, and trying to execute their experiments, and looking out the window. Those are the three big categories of what you’re going to do in space. And public relation activities like outreach back to Earth, to schools or hospitals or corporations. 

This new era means that many more everyday people—though mostly wealthy ones at the beginning, because of ticket prices—will have this interesting view of Earth. How do you think the average person will react to that? 

A good analogy is to say, how are people reacting to sub-orbital flights? Blue Origin and Virgin Galactic offer suborbital flights, [which are] basically three or four minutes of floating and looking down at the Earth from an altitude that’s about a third or a fifth of the altitude that actual orbital and career astronauts achieve when they circle the planet. 

Shown here is Vast’s Haven-1 station as it completes testing in the Mojave Desert in 2025.

If you look at the reaction of those individuals and what they perceive, it’s amazing, right? It’s like awe and wonder. It’s the same way that astronauts react and talk when we see Earth—and say if more humans could see Earth from space, we’d probably be a little bit better about being humans on Earth. 

That’s the hope, is that we create that access and more people can understand what it means to live on this planet. It’s essentially a spacecraft—it’s got its own environmental control system that keeps us alive, and that’s a big deal. 

Some people have expressed ambitions for this kind of station to enable humans to become a multiplanetary species. Do you share that ambition for our species? If so, why? 

Yeah, I do. I just believe that humans need to have the ability to live off of the planet. I mean, we’re capable of it, and we’re creating that access now. So why wouldn’t we explore space and go further and farther and learn to live in other areas?

Not to say that we should deplete everything here and deplete everything there. But maybe we take some of the burden off of the place that we call home. I think there’s a lot of reasons to live and work in space and off our own planet. 

There’s not really a backup plan for no Earth. We know that there are risks from the space around us—dinosaurs fell prey to space hazards. We should be aware of those and work harder to extend our capabilities and create some backup plans. 

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Meta establishes Meta Compute to lead AI infrastructure buildout

At that scale, infrastructure constraints are becoming a binding limit on AI expansion, influencing decisions like where new data centers can be built and how they are interconnected. The announcement follows Meta’s recent landmark agreements with Vistra, TerraPower, and Oklo aimed at supporting access to up to 6.6 gigawatts of nuclear energy to fuel its Ohio and Pennsylvania data center clusters. Implications for hyperscale networking Analysts say Meta’s approach indicates how hyperscalers are increasingly treating networking and interconnect strategy as first-order concerns in the AI race. Tulika Sheel, senior vice president at Kadence International, said that Meta’s initiative signals that hyperscale networking will need to evolve rapidly to handle massive internal data flows with high bandwidth and ultra-low latency. “As data centers grow in size and GPU density, pressure on networking and optical supply chains will intensify, driving demand for more advanced interconnects and faster fiber,” Sheel added. Others pointed to the potential architectural shifts from this. “Meta is using Disaggregated Scheduled Fabric and Non-Scheduled Fabric, along with new 51 Tbps switches and Ethernet for Scale-Up Networking, which is intensifying pressure on switch silicon, optical modules, and open rack standards,” said Biswajeet Mahapatra, principal analyst at Forrester. “This shift is forcing the ecosystem to deliver faster optical interconnects and greater fiber capacity, as Meta targets significant backbone growth and more specialized short-reach and coherent optical technologies to support cluster expansion.” The network is no longer a secondary pipe but a primary constraint. Next-generation connectivity, Sheel said, is becoming as critical as access to compute itself, as hyperscalers look to avoid network bottlenecks in large-scale AI deployments.

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AI, edge, and security: Shaping the need for modern infrastructure management

The rapidly evolving IT landscape, driven by artificial intelligence (AI), edge computing, and rising security threats, presents unprecedented challenges in managing compute infrastructure. Traditional management tools struggle to provide the necessary scalability, visibility, and automation to keep up with business demand, leading to inefficiencies and increased business risk. Yet organizations need their IT departments to be strategic business partners that enable innovation and drive growth. To realize that goal, IT leaders should rethink the status quo and free up their teams’ time by adopting a unified approach to managing infrastructure that supports both traditional and AI workloads. It’s a strategy that enables companies to simplify IT operations and improve IT job satisfaction. 5 IT management challenges of the AI era Cisco recently commissioned Forrester Consulting to conduct a Total Economic Impact™ analysis of Cisco Intersight. This IT operations platform provides visibility, control, and automation capabilities for the Cisco Unified Computing System (Cisco UCS), including Cisco converged, hyperconverged, and AI-ready infrastructure solutions across data centers, colocation facilities, and edge environments. Intersight uses a unified policy-driven approach to infrastructure management and integrates with leading operating systems, storage providers, hypervisors, and third-party IT service management and security tools. The Forrester study first uncovered the issues IT groups are facing: Difficulty scaling: Manual, repetitive processes cause lengthy IT compute infrastructure build and deployment times. This challenge is particularly acute for organizations that need to evolve infrastructure to support traditional and AI workloads across data centers and distributed edge environments. Architectural specialization and AI workloads: AI is altering infrastructure requirements, Forrester found.  Companies design systems to support specific AI workloads — such as data preparation, model training, and inferencing — and each demands specialized compute, storage, and networking capabilities. Some require custom chip sets and purpose-built infrastructure, such as for edge computing and low-latency applications.

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DCF Poll: Analyzing AI Data Center Growth

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JLL’s 2026 Global Data Center Outlook: Navigating the AI Supercycle, Power Scarcity and Structural Market Transformation

Sovereign AI and National Infrastructure Policy JLL frames artificial intelligence infrastructure as an emerging national strategic asset, with sovereign AI initiatives representing an estimated $8 billion in cumulative capital expenditure by 2030. While modest relative to hyperscale investment totals, this segment carries outsized strategic importance. Data localization mandates, evolving AI regulation, and national security considerations are increasingly driving governments to prioritize domestic compute capacity, often with pricing premiums reaching as high as 60%. Examples cited across Europe, the Middle East, North America, and Asia underscore a consistent pattern: digital sovereignty is no longer an abstract policy goal, but a concrete driver of data center siting, ownership structures, and financing models. In practice, sovereign AI initiatives are accelerating demand for locally controlled infrastructure, influencing where capital is deployed and how assets are underwritten. For developers and investors, this shift introduces a distinct set of considerations. Sovereign projects tend to favor jurisdictional alignment, long-term tenancy, and enhanced security requirements, while also benefiting from regulatory tailwinds and, in some cases, direct state involvement. As AI capabilities become more tightly linked to economic competitiveness and national resilience, policy-driven demand is likely to remain a durable (if specialized) component of global data center growth. Energy and Sustainability as the Central Constraint Energy availability emerges as the report’s dominant structural constraint. In many major markets, average grid interconnection timelines now extend beyond four years, effectively decoupling data center development schedules from traditional utility planning cycles. As a result, operators are increasingly pursuing alternative energy strategies to maintain project momentum, including: Behind-the-meter generation Expanded use of natural gas, particularly in the United States Private-wire renewable energy projects Battery energy storage systems (BESS) JLL points to declining battery costs, seen falling below $90 per kilowatt-hour in select deployments, as a meaningful enabler of grid flexibility, renewable firming, and

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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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