News & Updates
The latest news and updates from companies in the WLTH portfolio.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 5:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 7:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 5:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 7:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 5:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 7:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 7:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 8:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 7:33 PM.
Anthropic's $45B cloud deal points to its IPO
Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 SOPA Images / Getty Images How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut. The Arena Media Brands, LLC THESTREET is a registered trademark of TheStreet, Inc. This story was originally published August 28, 2026 at 5:33 PM.
Anthropic sends clear message to Wall Street ahead of IPO
A billion-dollar cloud deal reveals the case Anthropic plans to make to public-market investors. Anthropic just made one of the largest infrastructure commitments in AI history, and the timing is hard to ignore. The company agreed to spend roughly $45 billion renting cloud computing power from Nscale, a UK-based AI infrastructure firm. The deal runs six years and covers about 460 megawatts of power at Nscale's flagship data center development in West Virginia. For investors, this matters because Anthropic is preparing to go public, and this agreement tells you a lot about the case it plans to make. Why Anthropic's Nscale deal points straight at its IPO Anthropic is still private, but not for much longer if current reporting holds up. The company submitted a confidential IPO filing to the Securities and Exchange Commission in June and has started meeting with potential investors, CNBC reported. Investors expect Anthropic to go public in October at a valuation of $2 trillion or more, which would make it the largest IPO in history, Quartz reported. That is where the Nscale agreement comes in. When Anthropic pitches Wall Street, one of the first questions it will face is whether it can keep growing without running out of the hardware and electricity its Claude models need. This deal is designed to answer that question before anyone asks it. How Anthropic has assembled its computing infrastructure will feature prominently in what it tells prospective public-market investors. What 460 megawatts and Vera Rubin chips actually buy The hardware here is worth understanding, because it explains why the price tag is so large. The West Virginia facility will run on Nvidia's next-generation Vera Rubin chips, which are expected to start coming online at the end of 2027, TechCrunch reported. Vera Rubin is Nvidia's newest system, and it combines six different chips working together at the cutting edge of chip design. The 460 megawatts of power involved is enough to supply about 345,000 US homes at once, according to Bloomberg, which shows the scale of what modern AI training now requires. Here is what the deal locks in for Anthropic: Key terms of the Anthropic and Nscale agreement * Total value: Roughly $45 billion over six years, averaging about $7.5 billion a year * Capacity: Approximately 460 megawatts of power * Location: Nscale's Monarch campus in West Virginia * Hardware: Nvidia Vera Rubin systems, online in late 2027 How this fits Anthropic's wider spending run The Nscale deal is not a one-time move. It follows a series of large agreements Anthropic has signed to lock down capacity. Earlier this month, the company signed a $10 billion, six-year deal with Volta for a data center in Norway, TechCrunch reported. In July, it added a $5 billion computing-related agreement with AMD. And back in May, Anthropic entered a large arrangement with SpaceX that reportedly provides about $1.25 billion worth of capacity each month. There is a reason for all of this activity. Anthropic acknowledged earlier this year that heavy demand for Claude had strained its existing systems and caused reliability problems during peak hours. By spreading its work across Nvidia chips, AWS Trainium, and Google's processors, Anthropic avoids depending on any single vendor. What the numbers say about Anthropic's growth Anthropic surpassed OpenAI in quarterly revenue for the first time in the second quarter, posting $11.6 billion, more than double its first-quarter total, Bloomberg reported. Its annualized revenue run rate climbed from about $9 billion in late 2025 to more than $47 billion in May and near $65 billion by July. The pitch to investors leans on an even bigger figure. Anthropic is preparing to tell IPO investors that its total addressable market tops $30 trillion, based on the full scope of work AI models could perform across industries, the The Wall Street Journal reported. That claim has drawn skepticism. NYU finance professor Aswath Damodaran is widely known as the dean of valuation for decades of work breaking down company worth. He said a similar AI market estimate from SpaceX was "reaching the end of what's plausible and pushing beyond," BetaNews reported. The risks investors should weigh before the IPO First, there is timing. The West Virginia facility will not come online until late 2027, so this is a long-term backup plan rather than a fix for today's capacity shortage. Before then, Anthropic has to bridge the gap using its existing arrangements with Amazon, Google, and SpaceX. Second, there is the question of profit. A $45 billion commitment to one partner adds to already enormous obligations. Investors will want to see that revenue growth can outpace these costs over time, not just for a quarter or two. Third, the valuation itself is unproven. Anthropic's last private raise valued it at $965 billion in May, according to according to Briefs.co, so a $2 trillion debut would roughly double that mark within months. What this means for investors You cannot buy Anthropic shares yet, but you can prepare. If the IPO arrives this autumn, treat the pitch figures with care. A $30 trillion market claim is a projection, not a guarantee, and Anthropic's own forecast of $190 billion to $200 billion in 2028 revenue would capture under 1% of that market. Watch three things once the filing lands: * Whether revenue keeps doubling * Whether adjusted profit holds up under audited numbers * Whether these capacity deals turn into reliable service instead of more strain. The Nscale agreement shows Anthropic can secure the power and chips it needs. Whether it can turn that into durable profit is the question that will decide if a $2 trillion price tag holds up once investors get their first real look. Investors don't need to wait for the IPO to get exposure to this story. Every one of these deals runs on Nvidia hardware, and rivals like AMD are fighting for a share, which keeps AI infrastructure names firmly in focus heading into the debut.
OpenSea and Perplexity Join Forces to Give AI Agents Real-Time Blockchain Insights - Crypto Economy
* OpenSea integrated its market data with Perplexity Computer, giving AI agents real-time access to tokens, NFTs and activity across more than 25 blockchains. * The partnership lets Perplexity use structured onchain data and cite results directly, helping users verify answers in a market that changes continuously. * OpenSea gains a new distribution channel for its data, while Perplexity strengthens crypto responses with live market signals instead of relying mainly on delayed information. OpenSea has integrated its market data with Perplexity Computer, giving AI agents real-time access to trading activity across more than 25 blockchains. Users can ask about tokens, NFTs, collections, and market momentum, while the system draws directly from OpenSea's live data rather than relying only on standard price feeds across supported digital markets. The key shift is that blockchain market activity is becoming a native information source for AI agents. Perplexity can also cite the results it uses, giving users a way to verify answers in a market where conditions can change within hours. OpenSea turns onchain activity into an AI data layer The connection expands OpenSea's role beyond its marketplace interface. The company has evolved from an NFT marketplace into a platform supporting token trading, cross-chain swaps, and portfolio management across multiple networks, after processing billions of dollars in transactions since launch. Its data is now gaining value outside OpenSea itself, potentially turning the platform into a market-information provider for external AI systems. Trades, volumes, and activity that once primarily served marketplace users can now feed agents answering questions elsewhere through AI-driven user interfaces, while OpenSea expects more integrations as AI becomes more central to crypto interaction. Public blockchains give this model an unusual advantage. Much traditional financial information sits behind private databases, terminals, or licensing systems, while a significant portion of onchain transfers, trades, and liquidity is publicly verifiable. OpenSea is positioning itself as the bridge that organizes raw blockchain activity into information AI systems can use more efficiently. Instead of requiring Perplexity to interpret massive transaction flows independently across different networks, the integration supplies a structured view of market activity, helping agents incorporate near real-time signals into responses during fast-moving trading conditions while reducing dependence on information published only after events occur. For Perplexity, the integration adds another specialized source to Computer, its agent platform for completing complex tasks using tools, files, code, and internet sources. The company says its products handle more than 1.5 billion queries each month. Crypto provides a demanding test because static answers can become outdated almost immediately in a market that operates continuously. The OpenSea connection is already available through Perplexity Computer's connections section, creating a new distribution channel for OpenSea while giving Perplexity a way to ground crypto responses in current onchain activity rather than delayed reporting for faster responses.
Cerebras Built a Chip the Size of a Dinner Plate Because Memory Is the Wall
If you want to stay on top of all of our video reviews of the latest tech, be sure to check out and subscribe to the Gear Live YouTube channel, hosted by Andru Edwards! It's free! Cerebras Built a Chip the Size of a Dinner Plate Because Memory Is the Wall Most AI chips spend a lot of their time waiting. The math units sit idle while the memory system hauls in the next slab of model weights, and that waiting is a big part of why a chatbot pauses before it answers you. Cerebras's answer has been to skip the step where a wafer gets cut into individual chips and ship the entire wafer as one processor. That wafer is close to the size of a dinner plate: 46,225 square millimeters, a bit under 8.5 inches on a side, carrying four trillion transistors and 900,000 cores. Cerebras announced the CS-4 in mid-August, a rack holding three of them, with first shipments beginning this quarter. At Hot Chips this week the company walked through how the rack is built and where the wafer goes next. Nexus is the rack, not the chip Cerebras designed Nexus as a reusable frame. Power comes in the front, and the compute slides into the back as self-contained "backpacks," each carrying its own power delivery, cooling and I/O. Cerebras says the design uses about half the components of the CS-3, and that the same rack will carry the CS-4, CS-5 and CS-6 in turn, so a new wafer doesn't force a new rack. The power delivery is the clever bit. Cerebras puts its AC/DC conversion half a millimeter from the wafer, against about 50 millimeters in a GPU system, and feeds the wafer through a copper busbar rather than through a circuit board. Chief system architect JP Fricker spent part of his talk contrasting that with the 5,000 or so cables in Nvidia's Rubin NVLink scale-up domain, which he called "a mess." The chip inside is an overclock The WSE-3 Turbo in the CS-4 is the WSE-3 that was already shipping. Same four trillion transistors, same 900,000 cores, same 44GB of on-wafer SRAM, same TSMC 5nm process. What changed is the clock, from about 1.4GHz to about 2.8GHz, which doubles the per-wafer figures across the board. Putting three wafers in a rack instead of one does the rest, and gives Cerebras three times the compute per rack it had with the CS-3. Per rack, Cerebras quotes 750 petaflops of sparse FP16 compute, 132GB of SRAM, 129.6 petabytes per second of memory bandwidth, 160.5 petabytes per second of on-chip fabric bandwidth, 7.2 terabits per second of system I/O, and two microseconds of wafer-to-wafer latency. About that 30x Cerebras says the CS-4 runs frontier models up to 30 times faster than GPU-based systems, up to twice as fast as the CS-3, and with up to 10 times the throughput per watt. The 30x is tokens per second per user on a single model, gpt-oss-120b, where Cerebras measured more than 4,400 tokens per second per user, against GPU systems it doesn't name. The company's own footnote says throughput varies by model architecture, context length, precision and serving configuration, and The Next Web pointed out that the comparison sets Cerebras's sparse FP16 numbers against dense ones. Cerebras also claims about 200 times the scale-up bandwidth of an Nvidia Rubin NVL72 rack, 53.5 petabytes per second of on-wafer fabric per wafer against 260 terabytes per second. That pits an on-die fabric against a rack full of cables, which is either the entire point or an unfair fight, depending on how much you like the wafer idea. Buyers here aren't chasing a cheaper flop. CTO Sean Lie made the pitch on latency: "Being 30 times faster doesn't just make a response feel fast. It gives an agentic system room for more than an order of magnitude as much reasoning, verification, or tool use in the same wall-clock time." If you're running agents that make dozens of model calls before a person sees anything, that compounding is the sale. If you're training rather than serving, this isn't aimed at you. Memory is the wall All 44GB on a wafer is SRAM, sitting on the wafer itself, which is where the 43.2 petabytes per second of per-wafer memory bandwidth comes from. Nothing goes off-chip to fetch weights. The catch is capacity. 44GB per wafer and 132GB per rack aren't much when frontier models run to trillions of parameters, so a large model gets spread across a lot of wafers. There's also nowhere left to put more of it. Cerebras's framing at Hot Chips was that the wafer's area is already 100 percent used by logic and memory. More SRAM means fewer cores. That constraint is the reason the roadmap looks the way it does. What's a product and what's a slide The CS-5 is set for 2027 and will use new WSE silicon. Cerebras is targeting up to 10,000 output tokens per second per user on smaller open models such as Gemma 4 31B and gpt-oss-120b, up to 5,000 per user on frontier models, and 3 million tokens per second per megawatt. CEO Andrew Feldman has said he expects the company to be four times faster with 20 times more throughput by the end of 2027. Those are targets, not measurements. The CS-6 sits further out, described only as two generations away. The memory fix is supposed to land there, with DRAM stacked in 3D on top of the compute and SRAM wafer, joined by very high bandwidth vertical connections, so capacity can grow without weights having to travel any real distance. The coverage muddles which memory that is. Wccftech's write-up has the CS-6 adding wafer-scale SRAM through 3D integration. Cerebras's own deep dive says DRAM, layered onto the wafer-scale SRAM and compute that's already there. Cerebras put no date on the CS-6. What ships this quarter is a rack of three overclocked wafers, sold on the bet that feeding the math is harder than doing it. Everything past that is a slide deck.
Anthropic said no to the Pentagon. A judge just ruled the punishment illegal.
If you want to stay on top of all of our video reviews of the latest tech, be sure to check out and subscribe to the Gear Live YouTube channel, hosted by Andru Edwards! It's free! Anthropic said no to the Pentagon. A judge just ruled the punishment illegal. Turning down government work is not supposed to get you branded a national security threat. A federal judge in San Francisco spent 59 pages explaining that the Pentagon did exactly that to Anthropic, and that it broke the law doing it. U.S. District Judge Rita Lin, ruling on cross-motions for summary judgment in the Northern District of California, vacated the Defense Department's designation of Anthropic as a "supply chain risk" and blocked the government from enforcing the directives built on top of it. "The empty invocation of national security is not a blank check to punish and retaliate against government critics," Lin wrote. How Anthropic ended up on a blacklist In February, Defense Secretary Pete Hegseth labeled Anthropic a supply chain risk, the kind of tag that ends a company's federal business. President Trump issued a directive telling federal agencies to stop using Anthropic and its Claude models, and a separate Hegseth directive told defense contractors not to deal with the company either. A $200 million contract had already been terminated in January. Anthropic sued in March. The trigger was a contract term. Anthropic would not agree to let the military use Claude for all lawful purposes, keeping its restrictions on mass domestic surveillance and on autonomous weapons operating without human control. CEO Dario Amodei said so publicly, and Lin's ruling turns on that public criticism. What the order actually says Lin found the Pentagon's measures violated the First Amendment as retaliation for protected speech, violated Fifth Amendment due process, and were arbitrary and capricious. She wrote that the actions "were based on a desire to make a public example out of Anthropic for its 'arrogance' in criticizing the government, not based on any articulable basis to believe that Anthropic would actually sabotage its model." The order vacates the designation and bars enforcement of the directives. Anthropic gets the label off. It does not get an order forcing the Pentagon to buy from it again, and Lin has not set a date for further proceedings. Two courts, two results This is the second time Lin has ruled against the government in this case. On March 26 she granted a preliminary injunction, finding Anthropic likely to win on First Amendment retaliation, due process, and Administrative Procedure Act grounds. Then on April 8, Anthropic lost in Washington. A three-judge D.C. Circuit panel denied its emergency stay request in a parallel challenge to a designation made under a different statute, the Federal Acquisition Supply Chain Security Act, which routes review straight to the appeals court. The panel said it did "not broach the merits at this time, for Anthropic has not shown that the balance of equities cuts in its favor," and noted that a stay would force the military to prolong dealings with an unwanted vendor. That case is still pending. Anthropic has one win in California and one loss in Washington over overlapping conduct under different laws. Lin's decision can be appealed too. It came from a district court, so the government's next stop is the Ninth Circuit, and the Justice Department has signaled it intends to go there. The White House did not immediately comment when NPR asked. What it means for the next company that says no Anthropic said in a statement: "We are pleased the court has ruled that this supply chain risk designation was unlawful. We remain focused on working productively with the government to harness AI for our national security." For any AI company weighing a federal contract against its own usage policy, one district court has now said the government cannot brand you a security threat for negotiating hard or for criticizing it out loud. Whether that holds is an open question, and the D.C. Circuit has already leaned the other way once.
Anthropic wants Claude to run life sciences R&D. Now it is wiring AI agents into the lab.
In late June, frontier AI lab Anthropic laid out a vision for its Claude models to run scientific workflows rather than only help plan them. In the weeks since, the pieces of that vision have grown clearer. Anthropic now says it has supplied part of the missing physical layer with the Model Hardware Standard (MHS), a common interface between AI agents and the instruments that perform experiments. MHS is intended to close the portion of the feedback loop that leaves the computer: carrying an agent's instructions into laboratory equipment and returning experimental measurements for the agent to interpret. "For the past year, we've been putting AI to work inside labs and manufacturing facilities. We kept hitting the same wall. There's no common way to connect a model to physical equipment. The Model Hardware Standard changes that," said Alek Kemeny, a member of Anthropic's technical staff, in a promotional video. Anthropic developed MHS with the Howard Hughes Medical Institute's Janelia Research Campus to give AI agents a standardized way to discover, understand and operate programmable devices. One way to understand MHS is as a hardware counterpart to the Model Context Protocol (MCP), the open standard Anthropic created in 2024. MCP gives AI applications a common way to connect with software tools and data sources. MHS carries a related idea into the physical world by describing what a device can do, which parameters an agent can change and which safety limits it must obey. MHS is not limited to MCP: agents can also reach compatible devices through a command-line interface or code. "If you wanted your instruments to work together, say a camera and the stage of a microscope, you had to build a custom software integration between them. Every device you add complicates the picture. For complicated experiments, that's weeks of work," said Arco Bast, M.D., a postdoctoral scientist at the Howard Hughes Medical Institute's Janelia Research Campus. "With MHS, each device connects once through one interface. The setup is accelerated by the agent. Any device that speaks MHS can talk to anything else that does. Devices communicate at bare-metal speed. The agent has access to this context and can control operations." Anthropic is initially offering MHS as a research preview to a group of scientific laboratories and manufacturers. The company describes the standard as model-agnostic and says it plans to make it open source after working with early users on safety evaluations and operating practices. A broader science push The MHS announcement arrived alongside a broader expansion of Anthropic's science programs. The company opened 10,000 seats through a Claude team plan for verified scientists at academic and nonprofit institutions. Standard seats are free for one year, while premium seats with higher usage limits cost $15 per month. Anthropic said it intends to extend the program beyond the initial 10,000 seats. Anthropic also expanded its AI for Science program, which provides researchers with as much as $50,000 in Claude credits per project. Previously concentrated in the biological sciences, the program is widening its scope to other scientific fields and more compute-intensive research. The company placed those announcements alongside recent demonstrations involving protein design, gene-function research, mathematics and analytical chemistry, as well as work by Claude Science users in areas including quantum mechanics, genomics and astrophysics. Early tests span microscopy, drug discovery and lab automation At Janelia, Bast used MHS to control a microscope examining neurons, directing it to move across a sample, change depth and capture side views in real time. Anthropic reported additional tests across several laboratory settings in its MHS announcement. At Genentech, Claude used MHS to coordinate a BCA protein assay involving a liquid handler, robotic arm and plate reader. The agent tested liquid-transfer speeds, evaluated the results and adjusted its parameters. Human experts had to intervene when Claude misread errors caused by bubbles as software failures and initially responded in a way that produced more foam. At Carnegie Mellon University, researchers used an agent to orchestrate a liquid handler, plate reader, robotic arm and monitoring cameras spread across three computers with incompatible interfaces. Anthropic said MHS helped the team conduct serial-dilution dose-response experiments approximately three times faster. At the University of Washington, researchers used the standard to monitor qPCR experiments and coordinate collision-free plate handoffs between a liquid handler and robotic arm. Anthropic also listed support from cloud, laboratory automation, instrument and robotics vendors. AWS plans to support the research preview through its Strands Robots library, while Automata is adding MHS to its LINQ lab automation platform. MBF Bioscience, QIAGEN and Tecan are developing or testing support for microscopes, nucleic acid purification systems and liquid handlers. Danaher is exploring MHS for smart instruments and autonomous laboratories, while Doosan Robotics and Universal Robots are testing or planning support for robotic arms. The deployments remain early, and MHS currently requires equipment with a programmable interface. Anthropic also acknowledges that Claude's spatial and physical reasoning continues to require expert oversight. The long-term vision remains sweeping. Kemeny framed MHS as a step toward compressing "a century of progress" into a decade. That rhetoric echoes claims made elsewhere in the AI industry. Anthropic CEO Dario Amodei, in his 2024 essay "Machines of Loving Grace," forecast that AI could compress 50 to 100 years of progress in biology into five to 10 years. Google DeepMind CEO Demis Hassabis has spoken of AI helping to cure all disease, while OpenAI CEO Sam Altman has predicted diseases being cured at an unprecedented rate. At Janelia, Bast described a more immediate benefit. "The iteration cycle is much faster, and the focus for me as a scientist shifts to actual scientific questions," he said. "Once everything is connected, running an experiment looks like asking Claude to start it."
