iHub News
16時間前
Sharon AI Shares Jump on Major NVIDIA Compute Infrastructure Partnership (SHAZ)June 12, 2026 8:58 AM
IH Market News Sharon AI Holdings Inc. (NASDAQ:SHAZ) shares surged 25% on Friday after the company announced a six-year strategic compute collaboration with NVIDIA (NASDAQ:NVDA) aimed at significantly expanding AI infrastructure capacity in Australia. The agreement marks a major step in Sharon AI’s efforts to build large-scale sovereign AI computing capabilities and broaden access to advanced AI processing power for a wide range of customers. Partnership to Deliver 72MW of New Data Centre Capacity Under the collaboration, Sharon AI and NVIDIA plan to deploy 72 megawatts of additional data centre capacity across Australia. The infrastructure is expected to support up to 40,000 NVIDIA Grace Blackwell GB300 GPUs, serving enterprise clients, AI startups and academic research institutions. The facilities will be built using NVIDIA’s DSX AI factory architecture, designed to support large-scale artificial intelligence workloads and high-performance computing applications. Innovative Revenue-Sharing Structure The partnership incorporates a revenue-sharing and credit-support framework intended to help Sharon AI scale its infrastructure deployment while aligning incentives between the two companies. Under the arrangement, Sharon AI will market and sell cloud computing services powered by NVIDIA technology. In addition to receiving revenue from hardware sales, NVIDIA will also participate in cloud-service revenues generated from the supported infrastructure. CEO Highlights Strategic Importance of Agreement Commenting on the announcement, Co-Founder and Chief Executive Officer James Manning described the deal as a significant milestone for the company. “This strategic compute collaboration with NVIDIA marks a pivotal moment in Sharon AI’s mission to deliver sovereign, large-scale AI compute infrastructure. Securing access to 72MW of data center capacity enables us to deploy up to an additional 40,000 Grace Blackwell GB300 GPUs, providing access to accelerated compute to enterprise, startup and AI native customers who otherwise may not have been able to access it,” he said. AI Infrastructure Footprint Expands Significantly The new agreement builds on Sharon AI’s existing relationship with NVIDIA, where it already operates as a certified NVIDIA Cloud Partner. Following the latest expansion, Sharon AI’s total AI factory capacity has increased to 132MW. Of that total, 102MW has already been contracted to end customers, highlighting strong demand for AI computing resources. GPU Deployment Target Exceeds 55,000 Units As part of its long-term growth plans, Sharon AI expects to have more than 55,000 NVIDIA GPUs deployed by the middle of 2027. The company believes the expanded infrastructure platform will strengthen its position in the rapidly growing AI cloud computing market while providing customers with access to high-performance computing resources needed to train and deploy next-generation AI models. Investors reacted positively to the announcement, sending the stock sharply higher as the market welcomed the scale of the partnership and the growth opportunities created by the collaboration with NVIDIA. SharonAI Holdings stock price Nvidia stock price Original: Sharon AI Shares Jump on Major NVIDIA Compute Infrastructure Partnership (SHAZ)
US Market News
2日前
KKR Launches Helix Digital Infrastructure, a New Company to Finance and Deliver the Next Generation of AI InfrastructureJune 11, 2026 6:50 AM
Business Wire Helix launches with over $10 billion of committed capital to accelerate the deployment of data centers, power and connectivity required to meet growing demand for AI Kuwait Investment Authority, NVIDIA and Vistra join KKR as founding investors; NVIDIA to serve as a cornerstone strategic partner, Vistra as the preferred power partner to Helix Former Amazon Web Services CEO Adam Selipsky leads new company KKR, together with the Kuwait Investment Authority (KIA), NVIDIA (NASDAQ: NVDA) and Vistra (NYSE: VST) today announced the launch of Helix Digital Infrastructure (“Helix”), a new company designed to deliver integrated infrastructure at the speed and scale required for hyperscalers to meet accelerating artificial intelligence (AI) demand. As building AI infrastructure becomes increasingly complex, Helix will serve as a single coordination point for hyperscalers’ data centers, power, connectivity and related needs. This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20260610500794/en/ Founded with anchor investments from investors including KKR, KIA, NVIDIA and Vistra, the Helix strategy has more than $10 billion in total long-duration capital commitments to date. NVIDIA will also serve as a strategic partner to support the deployment of NVIDIA DSX AI factory-aligned infrastructure with a view to maximizing tokens per watt, achieving lowest total cost of ownership and accelerating time to first token for investments pursued by Helix. Vistra, a leading integrated power generation and electricity company with operations across 18 states and Washington, D.C., will be the preferred power provider for Helix investments. Following the closing of the founding commitments, Helix is open to additional eligible institutional investors. AI is driving the largest infrastructure buildout in modern history, requiring trillions of dollars in investment across data centers, power generation and transmission, connectivity and related infrastructure over the coming decade. The scale and complexity of financing and coordinating this buildout represents a key industry bottleneck, ultimately slowing hyperscalers from delivering the models, services and applications their customers demand. Delivering AI infrastructure requires credible, long-term financial underwriters capable of committing capital consistently. Hyperscalers are also seeking more integrated and repeatable infrastructure solutions that meaningfully reduce the complexity they face in building at unprecedented scale. KKR launched Helix in response to these challenges. Helix will be positioned as a single, trusted strategic partner to hyperscalers, armed with a long-duration, multi-billion-dollar capital base, and with integrated development capabilities and coordinated execution across AI infrastructure. The company is led by Adam Selipsky, former CEO of Amazon Web Services, who brings first-hand experience scaling the world’s largest cloud business, and deep insight into hyperscaler infrastructure priorities. He is joined by a dedicated management team and Board. Waldemar Szlezak, KKR’s Global Head of Digital Infrastructure, will serve as Helix’s Chief Investment Officer. Helix will seek to invest in and manage assets critical to enabling AI, including hyperscale data center development and operations; baseload and flexible power generation; transmission and distribution infrastructure; and fiber and connectivity infrastructure, among other assets. “Large users of digital infrastructure have an urgent need to reduce complexity and unlock new capacity. Helix combines significant long-term capital with the capabilities and expertise to deliver holistic AI infrastructure solutions with speed and scale,” said Adam Selipsky, Co-Founder and CEO of Helix Digital Infrastructure. “Helix is further strengthened by strategic partnerships with NVIDIA and Vistra across technology and power, which we believe will enable the company to deliver the infrastructure that will underpin hyperscalers’ AI strategies for years to come.” “We view AI infrastructure as one of the defining long-term investment opportunities globally, and Helix is purpose-built to address it,” said Sheikh Saoud Salem Abdulaziz Al-Sabah, Managing Director of the Kuwait Investment Authority. “Helix reflects a differentiated model that combines proven leadership, integrated capabilities and long-term capital required to deliver the next generation of critical digital infrastructure at scale.” “Useful AI has arrived, and demand for AI factories is extraordinary,” said Jensen Huang, founder and CEO of NVIDIA. “AI is driving the largest infrastructure buildout in modern history. With the NVIDIA DSX platform and the Helix strategic partnership, we are bringing together a proven AI factory blueprint, world-class infrastructure expertise from KKR, and long-term capital to help AI cloud providers build the next generation of intelligence infrastructure.” “Power generation and grid interconnections are critical gating factors for AI infrastructure deployments,” said Jim Burke, president and CEO of Vistra. “Helix brings together data center development, infrastructure and power capabilities under a single umbrella, providing a one-stop shop for large load customers. By utilizing Vistra’s existing fleet to deliver near-term power, Helix will accelerate delivery of power solutions through the use of existing assets while also bringing additionality with Vistra's best-in-class capabilities, including power generation development and power grid expertise. Vistra has a proven track record in executing more than 5,000 megawatts of power purchase agreements with hyperscalers and looks forward to leveraging our leading and diverse generation fleet and operational expertise as Helix’s preferred power partner to help deliver the reliable, affordable energy these customers require.” “Like a DNA helix, Helix Digital Infrastructure is built on a double strand of complementary strengths—KKR's institutional capital and infrastructure expertise intertwined with Helix's hyperscaler leadership and execution engine. Together, with our strategic partners, we are positioned to meet the financial and operational demands of the AI era,” said Joe Bae and Scott Nuttall, Co-Chief Executive Officers, KKR. Helix is supported by KKR’s leading global infrastructure platform, which includes over $100 billion in infrastructure assets under management and more than $70 billion invested across digital and power assets. KKR’s experience across data centers, renewable and conventional power generation and transmission, fiber and related sectors provides the foundation for Helix’s integrated model. KKR’s anchor investment in the Helix strategy is funded through its balance sheet and other managed vehicles. About Helix Digital Infrastructure
Helix Digital Infrastructure is a dedicated company focused on investing in, delivering and managing the next generation of AI-enabling infrastructure. Founded with anchor investors including KKR, the Kuwait Investment Authority, NVIDIA and Vistra, the company has access to a long-duration, multi-billion-dollar pool of capital. Supported by KKR’s leading global infrastructure platform, Helix is designed to deliver integrated solutions across hyperscale data centers, power generation and transmission, fiber, connectivity and related infrastructure. Helix is led by Adam Selipsky, former CEO of Amazon Web Services, and a management team with extensive experience across cloud, digital infrastructure and energy systems. For more information about Helix, please visit www.helixdi.com. About KKR
KKR is a leading global investment firm that offers alternative asset management as well as capital markets and insurance solutions. KKR aims to generate attractive investment returns by following a patient and disciplined investment approach, employing world-class people, and supporting growth in its portfolio companies and communities. KKR sponsors investment funds that invest in private equity, credit and real assets and has strategic partners that manage hedge funds. KKR’s insurance subsidiaries offer retirement, life and reinsurance products under the management of Global Atlantic Financial Group. References to KKR’s investments may include the activities of its sponsored funds and insurance subsidiaries. For additional information about KKR & Co. Inc. (NYSE: KKR), please visit KKR’s website at www.kkr.com. For additional information about Global Atlantic Financial Group, please visit Global Atlantic Financial Group’s website at www.globalatlantic.com. About the Kuwait Investment Authority
The Kuwait Investment Authority (KIA) is the world's oldest sovereign wealth fund, established in 1953. The KIA’s main functions include managing the State’s General Reserve and Future Generations Fund. Stemming from this rich history, the KIA continues to safeguard the financial wealth of Kuwait’s current and future generations by diversifying revenue streams and ensuring a fiscally sustainable and secure future. About Vistra
Vistra (NYSE: VST) is a leading, Fortune 500 integrated retail electricity and power generation company based in Irving, Texas. The company serves 5 million retail customers and operates a growing portfolio of generation assets expected to reach a capacity of nearly 50,000 megawatts by year-end 2026. Vistra is a leader in transforming the energy landscape, with an unyielding focus on reliability, affordability, and sustainability. The company safely operates a reliable, efficient power generation fleet of natural gas, nuclear, coal, solar, and battery energy storage facilities while taking an innovative, customer-centric approach to its retail business. Learn more at https://www.vistracorp.com. Notice to Readers
This press release contains forward-looking statements, which reflect our current views with respect to, among other things, the operations of Helix. Readers can identify these forward-looking statements by the use of words such as “outlook,” “believe,” “expect,” “potential,” “continue,” “may,” “should,” “seek,” “approximately,” “predict,” “intend,” “will,” “plan,” “estimate,” “anticipate” or the negative version of these words or other comparable words. Forward-looking statements are subject to various risks and uncertainties. These forward-looking statements are based on KKR’s beliefs, assumptions and expectations, but these beliefs, assumptions and expectations can change as a result of many possible events or factors, not all of which are known to KKR or within its control. Due to various risks and uncertainties, actual events or results may differ materially from those reflected or contemplated in such forward-looking statements. Accordingly, there are or will be important factors that could cause actual outcomes or results to differ materially from those indicated in these statements. We undertake no obligation to publicly update or review any forward-looking statement, whether as a result of new information, future developments or otherwise. General discussions contained within this press release regarding investment demand or market trends represent the view of either the source cited or KKR. Historical or current market trends are not reliable indicators of actual future market behavior or future performance of any particular investment that may differ materially, and should not be relied upon as such. Nothing contained herein is intended to predict the performance of any investment. KIA, NVIDIA and Vistra are investors in Helix and accordingly will participate in returns generated by Helix. These and other investors will serve as strategic partners and may have certain rights, such as priority or first look rights, to provide goods or services to Helix investments. View source version on businesswire.com: https://www.businesswire.com/news/home/20260610500794/en/ Media Contact
Liidia Liuksila
Media@KKR.com Original: KKR Launches Helix Digital Infrastructure, a New Company to Finance and Deliver the Next Generation of AI Infrastructure
iHub News
4日前
Wall Street Futures Signal Stronger Start to Tuesday Trading: Dow Jones, S&P, NasdaqJune 9, 2026 9:18 AM
IH Market News U.S. stock futures pointed to a firmer open on Tuesday, suggesting markets could extend gains after finishing the previous session mostly higher, despite retreating significantly from their intraday peaks. Investor sentiment appeared to improve following a sharp decline in oil prices, with U.S. crude futures falling more than 2%. Oil prices dropped below $90 per barrel after President Donald Trump stated that the United States and Iran could reach a peace agreement within “two or three days.” Trump also told reporters that the Strait of Hormuz would reopen “immediately” once an agreement is finalized, although similar comments in recent weeks about an imminent deal have yet to result in a formal breakthrough. Market participants may also continue to seek buying opportunities after last Friday’s broad sell-off, which left many stocks trading at lower valuations. Stocks rallied strongly at the start of Monday’s session as investors returned to the market following Friday’s sharp decline. However, gains faded as trading progressed, and the major indices finished well below their highs, with the Dow eventually slipping into negative territory. After climbing as much as 1.8% during the session, the Nasdaq finished up 220.23 points, or 0.9%, at 25,929.66. The S&P 500 added 21.99 points, or 0.3%, to close at 7,405.73, while the Dow Jones Industrial Average fell 80.77 points, or 0.2%, to 50,786.01. The initial recovery on Wall Street was driven in part by bargain hunting after Friday’s sell-off pushed the Nasdaq to its lowest closing level in a month. As the session progressed, enthusiasm moderated as oil prices remained elevated amid reports that Israel and Iran had exchanged missile strikes over the weekend. Crude prices later retreated from their highs after President Donald Trump said Israel and Iran were “looking to do an immediate ceasefire.” “Final negotiations on ‘Peace’ are proceeding, subject to ignorance or stupidity getting in its way,” Trump said in a post on Truth Social. “The Blockade will remain in place, and in full force and effect, until a ‘Final Deal’ is reached. Things should move quickly.” While broader market gains faded, semiconductor stocks maintained strong momentum. The Philadelphia Semiconductor Index surged 5.6%, recovering part of the 10.3% decline recorded in the previous session. Marvell Technology (NASDAQ:MRVL) jumped 9.6% after it was announced that the chipmaker will join the S&P 500 index alongside electronics manufacturing services company Flex (NASDAQ:FLEX). Nvidia (NASDAQ:NVDA) gained 1.7% after unveiling a multi-year technology partnership with SK hynix aimed at advancing next-generation memory solutions for AI infrastructure and accelerating semiconductor development and manufacturing. Higher oil prices also supported energy-related shares, with the Philadelphia Oil Service Index advancing 3.6%. Oil producers and computer hardware companies posted notable gains, while utilities and commercial real estate stocks faced pressure as Treasury yields continued to move higher. Marvell Technology stock price Flex stock price Nvidia stock price Original: Wall Street Futures Signal Stronger Start to Tuesday Trading: Dow Jones, S&P, Nasdaq
iHub News
5日前
Nvidia Surge Sparks Tech Stock Rebound Ahead of Monday Open: Dow Jones, S&P and Nasdaq FuturesJune 8, 2026 9:07 AM
IH Market News Dow Jones, S&P 500 and Nasdaq futures are currently pointing to a higher open on Monday, with stocks likely to regain ground following the sell-off seen during last Friday’s session. Bargain hunting may contribute to initial strength on Wall Street following last Friday’s plunge, which dragged the tech-heavy Nasdaq down to its lowest closing level in a month. Technology stocks may help lead the rebound after plummeting in the previous session, as reflected by the 1.5 percent jump by the Nasdaq 100 futures. Shares of Nvidia (NASDAQ:NVDA) are surging by 2.6 percent in pre-market trading after the AI giant announced a multiyear technology partnership with SK hynix to advance next-generation memory for the global AI factory buildout and accelerate semiconductor design and manufacturing. Buying interest may be somewhat subdued, however, as concerns about developments in the Middle East continue to hang over the markets. Iran and Israel reportedly exchanged missile strikes on Sunday, leading to a spike in crude oil prices amid worries about a re-escalation of the conflict. However, crude oil prices pulled back well off their highs after President Donald Trump claimed Israel and Iran are “looking to do an immediate ceasefire.” “Final negotiations on ‘Peace’ are proceeding, subject to ignorance or stupidity getting in its way,” Trump said in a post on Truth Social. “The Blockade will remain in place, and in full force and effect, until a ‘Final Deal’ is reached. Things should move quickly.” After coming under considerable pressure early in the session, stocks showed an even more substantial move to the downside over the course of trading day on Friday. The major averages all moved sharply lower, with the tech-heavy Nasdaq posting a particularly steep loss. The major averages ended the day just off their lows of the session. The Nasdaq plunged 1,121.53 points or 4.2 percent to 25,709.43, the S&P 500 tumbled 200.57 points or 2.6 percent to 7,383.74 and the Dow slumped 695.15 points or 1.4 percent to 50,886.78. With the steep losses on the day, the major averages all moved lower for the week. The Nasdaq plummeted by 4.7 percent, the S&P 500 dove by 2.9 percent and the Dow dipped by 0.3 percent. The sell-off on Wall Street came as technology stocks remained under pressure after seeing notable weakness during Thursday’s session. Yesterday’s negative reaction to Broadcom’s (NASDAQ:AVGO) guidance continued to generate selling pressure amid concerns about valuations. “The market is no longer asking whether AI demand is strong, that has largely been established,” said Daniela Hathorn, Senior Market Analyst at Capital.com. “Instead, investors are beginning to question how much of that growth is already reflected in valuations.” She added, “In that sense, Broadcom’s results may not have been disappointing, but they were perhaps not enough to justify another leg higher immediately after such a powerful rally.” Profit taking also contributed to the substantial weakness following recent strength in the markets, which lifted the Nasdaq and S&P 500 to record closing highs on Tuesday. The Dow also ended Thursday’s session at a record closing high. A sharp increase by treasury yields also weighed on Wall Street, with yields surging following the release of stronger than expected U.S. jobs data. The Labor Department released a report showing non-farm payroll employment shot up by 172,000 jobs in May after surging by an upwardly revised 179,000 jobs in April. Economists had expected employment to climb by 85,000 jobs compared to the addition of 115,000 jobs originally reported for the previous month. The data has added to recent speculation that the Federal Reserve will leave interest rates at their current level for an extended period. Semiconductor and computer hardware stocks turned in some of the market’s worst performances on the day, with the Philadelphia Semiconductor Index and the NYSE Arca Computer Hardware Index plummeting by 10.3 percent and 9.1 percent, respectively. Outside of the tech sector, gold stocks also saw substantial weakness amid a steep drop by the price of the precious metal, resulting in an 8.4 percent nosedive by the NYSE Arca Gold Bugs Index. Networking, oil service and software stocks also showed significant moves to the downside, while utilities and pharmaceutical stocks bucked the downtrend. Original: Nvidia Surge Sparks Tech Stock Rebound Ahead of Monday Open: Dow Jones, S&P and Nasdaq Futures
iHub News
7日前
AI Dominance Is Turning the S&P 500 into a Collection of Individual Winners, Says EvercoreJune 6, 2026 6:00 AM
IH Market News The growing influence of artificial intelligence-related companies is reshaping the U.S. equity market, with the S&P 500 increasingly behaving as a market of individual stocks rather than a broad reflection of overall market conditions, according to Evercore ISI. Strategists led by Julian Emanuel said the exceptional performance of a small group of technology giants has been responsible for much of the index’s recent strength, even as investors contend with weaker consumer confidence, elevated energy costs and persistent inflation pressures. Core PCE inflation recently reached 3.3% year-over-year, its highest level since 2023. A Small Group of AI Leaders Drives Earnings Expectations Evercore highlighted that Micron (NASDAQ:MU), Nvidia (NASDAQ:NVDA) and Alphabet (NASDAQ:GOOG) together have generated more than 40% of the year-to-date increase in consensus earnings-per-share forecasts for the S&P 500 in 2026. The concentration of market leadership has become increasingly pronounced, with the ten largest companies in the index now accounting for almost 40% of its total weighting, the highest level on record. According to the firm, this concentration has allowed the benchmark index to continue advancing despite a more mixed macroeconomic backdrop. Evercore Maintains Bullish Outlook for the S&P 500 Despite concerns surrounding market concentration, Evercore left its year-end target for the S&P 500 unchanged at 7,750 and maintained a bullish scenario of 9,000. The firm believes further gains are likely to be supported by continued investment in artificial intelligence, particularly within its preferred sectors: Information Technology, Communication Services and Consumer Discretionary. Together, these sectors now represent roughly 60% of the S&P 500, compared with 39% when ChatGPT first became publicly available. AI Continues to Shape Global Equity Markets Evercore argued that the impact of artificial intelligence extends well beyond the United States. Markets with significant technology exposure have substantially outperformed peers, with Taiwan and South Korea now reaching market capitalizations comparable to India. The influence of technology stocks has also expanded within emerging markets. Technology companies now account for 42% of the MSCI Emerging Markets Index, surpassing their weighting in the S&P 500. Earnings Strength Supports Technology Valuations Although market concentration remains a concern for some investors, Evercore noted that valuations across the U.S. technology sector remain relatively moderate when compared with historical levels and the broader market. As a result, investor attention remains focused on earnings sustainability, an area where first-quarter 2026 results provided considerable reassurance. “exceptionally strong,” the strategists said in reference to the earnings performance delivered during the reporting season. They added: “Indeed, amidst all the geopolitical pressures, the AI buildout has driven record S&P 500 EPS surprises typically reserved for recession recoveries.” Narrow Leadership Creates Additional Risks Even with a constructive long-term outlook, Evercore cautioned that a market led by only a handful of companies carries its own risks. “Heightened index exposure to a select few names in one theme can also accentuate downside,” the strategists noted. The firm pointed to periods of volatility driven by mega-cap technology stocks during the fourth quarter of 2025 and the opening months of 2026 as evidence of this vulnerability. According to Evercore, a renewed escalation in geopolitical tensions could trigger a decline toward the S&P 500’s 200-day moving average near 6,800. Conversely, a reduction in uncertainty and continued AI-driven growth could help propel the index toward the firm’s 9,000 bull-case target. Micron Technology stock price Nvidia stock price Alphabet stock price Original: AI Dominance Is Turning the S&P 500 into a Collection of Individual Winners, Says Evercore
4retire
2週前
THIS IS A BIG DEAL. It solidifies that NVDA is helping industry through multiple applications. To have the best and biggest chip manufacturer convert to NVDA programs speaks volumes.
NVIDIA (NASDAQ:NVDA) revealed that Taiwan Semiconductor Manufacturing Co. (NYSE:TSM) is deploying a range of its artificial intelligence and accelerated computing technologies throughout semiconductor development and manufacturing processes, deepening the partnership between the two companies.
The initiative spans multiple areas of chip production, from lithography and materials research to factory optimization and defect detection, as semiconductor manufacturers increasingly adopt AI-driven tools to improve efficiency and performance.
AI-Powered Lithography Delivers Efficiency Gains
One of the key technologies being implemented is NVIDIA’s cuLitho platform, which TSMC is using for computational lithography applications.
According to the companies, the solution has generated improvements of between 20% and 50% in either cost efficiency or processing cycle times compared with traditional CPU-based approaches.
The technology is designed to accelerate one of the most computationally intensive stages of semiconductor manufacturing, helping optimize chip patterning and production workflows.
Faster Materials Research Through Accelerated Simulation
TSMC is also leveraging NVIDIA’s cuEST software for electronic structure simulation, enabling significantly faster analysis of semiconductor materials.
The companies stated that the platform can deliver chemistry simulations up to 50 times faster than conventional methods, supporting the design and development of advanced semiconductor materials.
By shortening simulation times, engineers can evaluate a broader range of material candidates and accelerate research and development cycles.
Machine Learning Enhances Process Control
For manufacturing process optimization, TSMC has incorporated NVIDIA’s cuML machine learning library into its advanced process control systems.
The platform enables the analysis of hundreds of thousands of manufacturing parameters across thousands of production stages, allowing engineers to identify inefficiencies and reduce process variation more effectively.
According to TSMC, the technology has contributed to meaningful improvements in process consistency and operational performance.
GPU Computing Improves Fab Productivity
The semiconductor manufacturer is also deploying NVIDIA H200 GPUs to support production scheduling and factory management.
By using GPU-accelerated computing for scheduling calculations, TSMC has been able to better manage complex manufacturing constraints and optimize production flows within its fabrication facilities.
The companies said these enhancements have resulted in measurable productivity improvements across fab operations.
AI Vision Systems Strengthen Defect Detection
Another area of collaboration focuses on quality control and inspection.
TSMC is utilizing NVIDIA’s Metropolis platform alongside the NVIDIA TAO Toolkit to develop advanced vision AI systems capable of identifying semiconductor defects at nanometer scale.
The technology improves defect classification accuracy while reducing the amount of manual labeling and model retraining required, helping streamline inspection processes and improve manufacturing yields.
Digital Twin Technology Supports Virtual Factory Design
TSMC is additionally evaluating NVIDIA Omniverse libraries as part of its FabTwin initiative, a virtual manufacturing environment designed to simulate and optimize fabrication facilities.
The digital platform allows engineers to test equipment layouts, production scenarios and workflow configurations in a virtual setting before implementing changes in physical facilities.
This approach can help reduce deployment risks, improve planning efficiency and accelerate factory optimization efforts.
NVIDIA Highlights Growing Role of AI in Manufacturing
Commenting on the partnership, NVIDIA founder and Chief Executive Officer Jensen Huang emphasized the increasing role of artificial intelligence within advanced semiconductor production.
“TSMC is bringing NVIDIA AI and accelerated computing into the fab itself, tackling some of the world’s most complex design and manufacturing challenges,” said Jensen Huang, NVIDIA’s founder and CEO.
NVIDIA (NASDAQ:NVDA) revealed that Taiwan Semiconductor Manufacturing Co. (NYSE:TSM) is deploying a range of its artificial intelligence and accelerated computing technologies throughout semiconductor development and manufacturing processes, deepening the partnership between the two companies.
The initiative spans multiple areas of chip production, from lithography and materials research to factory optimization and defect detection, as semiconductor manufacturers increasingly adopt AI-driven tools to improve efficiency and performance.
AI-Powered Lithography Delivers Efficiency Gains
One of the key technologies being implemented is NVIDIA’s cuLitho platform, which TSMC is using for computational lithography applications.
According to the companies, the solution has generated improvements of between 20% and 50% in either cost efficiency or processing cycle times compared with traditional CPU-based approaches.
The technology is designed to accelerate one of the most computationally intensive stages of semiconductor manufacturing, helping optimize chip patterning and production workflows.
Faster Materials Research Through Accelerated Simulation
TSMC is also leveraging NVIDIA’s cuEST software for electronic structure simulation, enabling significantly faster analysis of semiconductor materials.
The companies stated that the platform can deliver chemistry simulations up to 50 times faster than conventional methods, supporting the design and development of advanced semiconductor materials.
By shortening simulation times, engineers can evaluate a broader range of material candidates and accelerate research and development cycles.
Machine Learning Enhances Process Control
For manufacturing process optimization, TSMC has incorporated NVIDIA’s cuML machine learning library into its advanced process control systems.
The platform enables the analysis of hundreds of thousands of manufacturing parameters across thousands of production stages, allowing engineers to identify inefficiencies and reduce process variation more effectively.
According to TSMC, the technology has contributed to meaningful improvements in process consistency and operational performance.
GPU Computing Improves Fab Productivity
The semiconductor manufacturer is also deploying NVIDIA H200 GPUs to support production scheduling and factory management.
By using GPU-accelerated computing for scheduling calculations, TSMC has been able to better manage complex manufacturing constraints and optimize production flows within its fabrication facilities.
The companies said these enhancements have resulted in measurable productivity improvements across fab operations.
AI Vision Systems Strengthen Defect Detection
Another area of collaboration focuses on quality control and inspection.
TSMC is utilizing NVIDIA’s Metropolis platform alongside the NVIDIA TAO Toolkit to develop advanced vision AI systems capable of identifying semiconductor defects at nanometer scale.
The technology improves defect classification accuracy while reducing the amount of manual labeling and model retraining required, helping streamline inspection processes and improve manufacturing yields.
Digital Twin Technology Supports Virtual Factory Design
TSMC is additionally evaluating NVIDIA Omniverse libraries as part of its FabTwin initiative, a virtual manufacturing environment designed to simulate and optimize fabrication facilities.
The digital platform allows engineers to test equipment layouts, production scenarios and workflow configurations in a virtual setting before implementing changes in physical facilities.
This approach can help reduce deployment risks, improve planning efficiency and accelerate factory optimization efforts.
NVIDIA Highlights Growing Role of AI in Manufacturing
Commenting on the partnership, NVIDIA founder and Chief Executive Officer Jensen Huang emphasized the increasing role of artificial intelligence within advanced semiconductor production.
“TSMC is bringing NVIDIA AI and accelerated computing into the fab itself, tackling some of the world’s most complex design and manufacturing challenges,” said Jensen Huang, NVIDIA’s founder and CEO.
The announcement was made during NVIDIA’s GTC Taipei event, where the company showcased a range of technologies aimed at expanding the use of AI across industrial, enterprise and manufacturing applications.
iHub News
2週前
AI Enthusiasm Set to Support Wall Street Open: Dow Jones, S&P, Nasdaq, FuturesJune 1, 2026 9:17 AM
IH Market News U.S. stock futures traded modestly higher on Monday, pointing to a positive start for the new trading week as investors continued to embrace artificial intelligence-related opportunities following another major product announcement from Nvidia (NASDAQ:NVDA). The upbeat tone comes after Wall Street ended Friday’s volatile session with gains across the major benchmarks, pushing all three leading indices to fresh record closing highs. Nvidia and Microsoft Unveil New AI-Powered PC Platform Investor sentiment received a boost after Nvidia (NASDAQ:NVDA) introduced RTX Spark, a new AI-focused “superchip” developed in partnership with Microsoft (NASDAQ:MSFT). The company said the platform is designed to transform Windows-based personal computers for the age of AI-powered digital assistants. “The PC is being reinvented,” said NVIDIA founder and CEO Jensen Huang. “For forty years, you launched apps. Click. Type. With RTX Spark and Microsoft Windows, you ask — and the PC does the work.” The announcement fueled premarket gains in several technology names. Nvidia shares advanced 2.4%, while Microsoft climbed 3.8%. Computer manufacturers Dell (NYSE:DELL) and HP (NYSE:HPE) also traded sharply higher ahead of the opening bell as investors assessed the potential impact of AI-enabled PCs on future demand. Middle East Tensions Continue to Limit Risk Appetite Despite the optimism surrounding artificial intelligence, investors remained cautious as geopolitical uncertainty persisted in the Middle East. Oil prices moved sharply higher after U.S. Central Command announced it had carried out “self-defense strikes” against Iranian radar installations and drone command facilities during the weekend. Iran’s Islamic Revolutionary Guard Corps responded by saying it had targeted an air base allegedly linked to a U.S. attack on a telecommunications facility located on Sirik Island in southern Hormozgan province. The renewed hostilities added another layer of uncertainty to global markets and helped push crude prices higher. Trump Signals Confidence in Ongoing Negotiations Amid the escalating tensions, President Donald Trump sought to reassure markets that diplomatic efforts remain active. In a post published on Truth Social early Monday, Trump said that “Iran really wants to make a deal” while encouraging patience as negotiations continue. “Just sit back and relax, it will all work out well in the end – It always does!” Trump said. Investors continue to monitor developments closely for signs that a broader agreement could ease geopolitical risks and stabilize energy markets. Wall Street Closed Last Week at Record Highs Stocks finished Friday’s session in positive territory despite intraday volatility. The Dow Jones Industrial Average led the gains, advancing 363.49 points, or 0.7%, to close at 51,032.46. The Nasdaq Composite added 55.15 points, or 0.2%, ending at 26,972.62, while the S&P 500 gained 16.43 points, or 0.2%, to finish at 7,580.06. All three benchmarks ended the session at record closing levels. For the shortened trading week, the Nasdaq surged 2.4%, the S&P 500 gained 1.4%, and the Dow rose 0.9%. Investors Await Clarity on Potential U.S.-Iran Agreement Market participants remain broadly optimistic that Washington and Tehran can reach an agreement, although many appear reluctant to take aggressive positions until more details emerge. Recent reports have indicated that both countries may have agreed to a framework for extending the current ceasefire by 60 days. The reported arrangement could pave the way for reopening the Strait of Hormuz and restarting negotiations over Iran’s nuclear program, although President Trump has not yet formally approved the proposal. In another social media post, Trump said he would meet with advisors in the situation room to make a “final determination” regarding the agreement. Trump added that some less significant issues had already been resolved but reiterated that Iran must agree never to obtain a nuclear weapon and must immediately reopen the Strait of Hormuz without imposing tolls. Dell’s Rally Highlights Ongoing Technology Momentum Technology shares received additional support from Dell Technologies (NYSE:DELL), which surged more than 33.7% on Friday after posting stronger-than-expected fiscal first-quarter results and increasing its full-year guidance. The rally helped propel computer hardware stocks sharply higher, with the NYSE Arca Computer Hardware Index jumping 8.6% to a new record closing high. NetApp and Software Stocks Also Post Strong Gains NetApp (NASDAQ:NTAP) was another standout performer, soaring 22.4% after reporting quarterly results that exceeded expectations and issuing optimistic guidance. Software companies also attracted significant buying interest, with the Dow Jones U.S. Software Index climbing 6.2% to its highest closing level in four months. Elsewhere, gold and brokerage stocks moved higher, while telecom, retail and natural gas shares underperformed during the session. Nvidia stock price Microsoft stock price Dell stock price Hewlett Packard Enterprise stock price NetApp stock price Original: AI Enthusiasm Set to Support Wall Street Open: Dow Jones, S&P, Nasdaq, Futures
iHub News
2週前
Five Key Market Themes Investors Will Be Watching This WeekJune 1, 2026 6:50 AM
IH Market News A renewed, though relatively limited, exchange of military action between the United States and Iran has tempered optimism surrounding a swift diplomatic breakthrough. Nevertheless, many market participants continue to believe that a longer-term agreement remains achievable. Meanwhile, a packed economic calendar is expected to provide fresh clues about the impact of the Iran conflict on the U.S. economy, while results from AI semiconductor leader Broadcom (NASDAQ:AVGO) are likely to attract significant attention from investors. 1. Focus Remains on Middle East Negotiations Developments surrounding efforts to end the conflict between the United States and Iran are expected to remain a dominant driver of market sentiment. U.S. President Donald Trump has repeatedly stated that he believes Tehran is interested in reaching an agreement, although major issues—including Iran’s nuclear ambitions—continue to complicate negotiations. The White House is currently reviewing a proposed memorandum of understanding that could extend the existing ceasefire, reopen shipping routes through the Strait of Hormuz and establish a framework for future nuclear discussions. Iranian officials have also indicated that any agreement must protect the country’s interests, highlighting the challenges that remain before a deal can be finalized. Although diplomatic talks continue, recent military exchanges have reduced expectations for an immediate resolution and have kept concerns alive about the potential inflationary effects of elevated energy prices. Brent crude remains well above levels seen before hostilities began in late February, despite trading below the peaks reached earlier in the conflict. Still, David Morrison, Senior Market Analyst at Trade Nation, noted that “investors appear quite sanguine over the ongoing war between the U.S. and Iran, convinced that it will soon be over.” 2. U.S. Employment Data Takes Centre Stage This week’s economic calendar will be highlighted by the release of the latest U.S. nonfarm payrolls report, a closely watched indicator of labour market strength. Economists currently expect the U.S. economy to have created 95,000 jobs in May, down from 115,000 in April. The unemployment rate is projected to remain unchanged at 4.3%. Additional labour market indicators, including job openings, private-sector payroll figures and layoff data, will also be released throughout the week. The figures will be closely monitored by Federal Reserve policymakers as they assess the balance between slowing growth risks and persistent inflation pressures when considering future interest-rate decisions. 3. ISM Surveys and Beige Book Expected to Offer Economic Insights Investors will also receive fresh readings on activity across key sectors of the U.S. economy. The Institute for Supply Management’s manufacturing purchasing managers’ index is forecast to rise to 53.3 in May from 52.7 in April, indicating continued expansion in factory activity. Economists also expect the prices-paid component to increase to 85.3 from 84.6, potentially providing further evidence of inflationary pressures. Later in the week, the ISM services index is expected to edge higher to 53.8 from 53.6 previously, offering insight into the health of the country’s largest economic sector. Investors will additionally analyze the Federal Reserve’s Beige Book report, scheduled for release on Wednesday, which summarizes economic conditions across the central bank’s twelve regional districts. Analysts at ING believe the data could reinforce expectations that the Fed remains more focused on inflation risks than employment concerns. “This week’s data should further support the growing narrative that the Fed can be comfortable with its full employment mandate and can focus squarely on the upside risks to inflation,” ING analysts said. 4. Broadcom Results Set to Test AI Optimism Corporate earnings will also be in focus, with semiconductor giant Broadcom (NASDAQ:AVGO) scheduled to report results on Wednesday. The company’s performance is expected to provide investors with another important gauge of demand related to artificial intelligence infrastructure spending, one of the strongest themes driving equity markets in recent months. Broadcom and other chipmakers have benefited from substantial investment across the technology sector aimed at developing and operating increasingly sophisticated AI systems. The Philadelphia Semiconductor Index has rebounded sharply since its March low, while Broadcom shares have climbed more than 52% during the same period. Investors will be looking for confirmation that AI-related demand remains robust. 5. Nvidia’s Windows AI Chips Could Draw Additional Attention Artificial intelligence is also expected to remain a key theme outside the earnings calendar. Nvidia (NASDAQ:NVDA) recently unveiled a new family of processors designed for Microsoft Windows-based laptops and desktop computers. The new RTX Spark platform incorporates Nvidia’s N1X processor, a custom Arm-based chip developed in partnership with Microsoft and MediaTek. Chief Executive Jensen Huang introduced the new “superchips” during his keynote presentation at the COMPUTEX technology conference in Taiwan, describing them as being optimized for locally hosted AI agents. According to Huang, Nvidia worked closely with Microsoft to ensure the software platform could fully support the new generation of AI-powered PCs. The processors are expected to remain in focus this week as Microsoft hosts its own developer conference beginning Tuesday, where Chief Executive Satya Nadella is scheduled to deliver a keynote address that may provide additional details about the company’s AI strategy and Windows ecosystem. Broadcom stock price Nvidia stock price Original: Five Key Market Themes Investors Will Be Watching This Week
iHub News
2週前
TSMC Expands Use of NVIDIA AI Technologies Across Chip Production OperationsJune 1, 2026 5:41 AM
IH Market News NVIDIA (NASDAQ:NVDA) revealed that Taiwan Semiconductor Manufacturing Co. (NYSE:TSM) is deploying a range of its artificial intelligence and accelerated computing technologies throughout semiconductor development and manufacturing processes, deepening the partnership between the two companies. The initiative spans multiple areas of chip production, from lithography and materials research to factory optimization and defect detection, as semiconductor manufacturers increasingly adopt AI-driven tools to improve efficiency and performance. AI-Powered Lithography Delivers Efficiency Gains One of the key technologies being implemented is NVIDIA’s cuLitho platform, which TSMC is using for computational lithography applications. According to the companies, the solution has generated improvements of between 20% and 50% in either cost efficiency or processing cycle times compared with traditional CPU-based approaches. The technology is designed to accelerate one of the most computationally intensive stages of semiconductor manufacturing, helping optimize chip patterning and production workflows. Faster Materials Research Through Accelerated Simulation TSMC is also leveraging NVIDIA’s cuEST software for electronic structure simulation, enabling significantly faster analysis of semiconductor materials. The companies stated that the platform can deliver chemistry simulations up to 50 times faster than conventional methods, supporting the design and development of advanced semiconductor materials. By shortening simulation times, engineers can evaluate a broader range of material candidates and accelerate research and development cycles. Machine Learning Enhances Process Control For manufacturing process optimization, TSMC has incorporated NVIDIA’s cuML machine learning library into its advanced process control systems. The platform enables the analysis of hundreds of thousands of manufacturing parameters across thousands of production stages, allowing engineers to identify inefficiencies and reduce process variation more effectively. According to TSMC, the technology has contributed to meaningful improvements in process consistency and operational performance. GPU Computing Improves Fab Productivity The semiconductor manufacturer is also deploying NVIDIA H200 GPUs to support production scheduling and factory management. By using GPU-accelerated computing for scheduling calculations, TSMC has been able to better manage complex manufacturing constraints and optimize production flows within its fabrication facilities. The companies said these enhancements have resulted in measurable productivity improvements across fab operations. AI Vision Systems Strengthen Defect Detection Another area of collaboration focuses on quality control and inspection. TSMC is utilizing NVIDIA’s Metropolis platform alongside the NVIDIA TAO Toolkit to develop advanced vision AI systems capable of identifying semiconductor defects at nanometer scale. The technology improves defect classification accuracy while reducing the amount of manual labeling and model retraining required, helping streamline inspection processes and improve manufacturing yields. Digital Twin Technology Supports Virtual Factory Design TSMC is additionally evaluating NVIDIA Omniverse libraries as part of its FabTwin initiative, a virtual manufacturing environment designed to simulate and optimize fabrication facilities. The digital platform allows engineers to test equipment layouts, production scenarios and workflow configurations in a virtual setting before implementing changes in physical facilities. This approach can help reduce deployment risks, improve planning efficiency and accelerate factory optimization efforts. NVIDIA Highlights Growing Role of AI in Manufacturing Commenting on the partnership, NVIDIA founder and Chief Executive Officer Jensen Huang emphasized the increasing role of artificial intelligence within advanced semiconductor production. “TSMC is bringing NVIDIA AI and accelerated computing into the fab itself, tackling some of the world’s most complex design and manufacturing challenges,” said Jensen Huang, NVIDIA’s founder and CEO. The announcement was made during NVIDIA’s GTC Taipei event, where the company showcased a range of technologies aimed at expanding the use of AI across industrial, enterprise and manufacturing applications. Nvidia stock price Taiwan Semiconductor stock price Original: TSMC Expands Use of NVIDIA AI Technologies Across Chip Production Operations
iHub News
2週前
U.S. Futures Edge Higher Despite Renewed U.S.-Iran Tensions; Nvidia Expands Into AI-Powered Windows PCs: Dow Jones, S&P, Nasdaq, Wall StreetJune 1, 2026 5:14 AM
IH Market News U.S. equity futures traded modestly higher on Monday, pointing to a positive start for Wall Street even as fresh military exchanges between the United States and Iran cast doubt on efforts to secure a broader diplomatic agreement. Meanwhile, oil prices advanced again, remaining elevated compared with levels seen before the conflict began, while investors also assessed reports that U.S. President Donald Trump is seeking revisions to a proposed agreement aimed at easing tensions in the region. In the technology sector, Nvidia (NASDAQ:NVDA) unveiled a new generation of processors designed to power Windows-based computers. Wall Street Futures Build on Recent Gains At 03:23 ET, Dow Jones futures were up 54 points, or 0.1%, while S&P 500 futures gained 20 points, or 0.3%. Nasdaq 100 futures outperformed with an increase of 135 points, equivalent to 0.4%. The positive tone followed another strong session for U.S. equities at the end of last week, with major indices reaching fresh record closing levels. Technology shares led the advance, supported in part by Dell’s decision to raise its full-year revenue and profit guidance, which boosted confidence across the sector. Market sentiment in recent weeks has also been supported by expectations that Washington and Tehran could eventually reach an agreement, reducing concerns that prolonged conflict would trigger an energy-driven slowdown accompanied by persistent inflationary pressures. Fresh Military Action Clouds Diplomatic Progress Despite ongoing negotiations, the latest developments in the Middle East highlighted the fragility of any potential agreement. According to reports from the Associated Press, U.S. forces targeted Iranian radar installations and drone-control facilities after Tehran allegedly shot down an American drone over the weekend. Iran later confirmed that it had launched additional retaliatory strikes, while Kuwaiti authorities reported intercepting drones and missiles. Elsewhere in the region, Israel has reportedly expanded military operations in parts of southern Lebanon following drone attacks attributed to Hezbollah. President Donald Trump has continued to express confidence that Iran is interested in reaching an agreement, although negotiations remain focused on several unresolved issues, particularly those relating to Iran’s nuclear programme. The White House is currently reviewing a proposed memorandum of understanding that would reportedly extend an existing ceasefire arrangement, support the reopening of shipping through the Strait of Hormuz and establish a framework for further nuclear discussions. However, Iran’s lead negotiator indicated over the weekend that Tehran would reject any deal that fails to protect what it considers its national rights. Oil Prices Rise as Hormuz Risks Persist Brent crude futures continued their upward trend, climbing 3.1% to $93.92 per barrel by 03:56 ET. Although hopes for a diplomatic breakthrough have prevented prices from revisiting recent highs above $100 per barrel, oil remains significantly more expensive than before the conflict began. Analysts note that even if a formal agreement is reached, normal shipping operations through the Strait of Hormuz may take considerable time to recover. As a result, geopolitical risk premiums remain embedded in energy markets. The strategic waterway handles a substantial portion of global oil and natural gas exports, making disruptions a major concern for energy consumers and policymakers worldwide. Inflation and Interest Rate Concerns Remain in Focus The conflict has had a growing influence on economic expectations, with investors weighing the risk of higher inflation against the possibility of weaker global growth. Rising energy prices have increased speculation that central banks could be forced to maintain higher interest rates for longer or even tighten monetary policy further if inflation accelerates. Such an outcome could weigh on risk-sensitive assets, including equities. ISM Manufacturing Report in Spotlight Attention later on Monday will turn to the latest U.S. manufacturing data from the Institute for Supply Management. Economists expect the ISM manufacturing purchasing managers’ index to rise to 53.3 in May from 52.7 in April. A reading above 50 indicates expansion in the sector. Investors will also monitor the prices-paid component of the report, which is forecast to increase to 85.3 from 84.6. The figure is closely watched as an indicator of inflationary pressures within the manufacturing economy. Nvidia Introduces New AI-Focused Windows Processor Nvidia (NASDAQ:NVDA) attracted attention after unveiling a new processor platform aimed at powering next-generation Windows computers. Chief Executive Jensen Huang introduced the new RTX Spark family of “superchips” during a keynote presentation at the COMPUTEX technology event in Taiwan. The product range incorporates Nvidia’s new N1X processor, developed in partnership with Microsoft and designed alongside Taiwanese semiconductor company MediaTek. The chips are built using Arm-based architecture. According to Huang, the processors are specifically designed to support locally hosted artificial intelligence applications and AI agents. He also noted that Nvidia worked closely with Microsoft to optimise the software ecosystem supporting the new hardware. The launch marks another step in Nvidia’s efforts to extend its leadership in AI computing beyond data centres and into personal computers. Nvidia stock price Original: U.S. Futures Edge Higher Despite Renewed U.S.-Iran Tensions; Nvidia Expands Into AI-Powered Windows PCs: Dow Jones, S&P, Nasdaq, Wall Street
iHub News
2週前
Wolfe Research sees AI workloads expanding CPU market by 30% through 2028May 31, 2026 9:15 AM
IH Market News AI expected to drive a new phase of CPU demand Wolfe Research believes the rise of agentic artificial intelligence and orchestration computing will create a significant expansion in processor demand, projecting that the total addressable CPU market will grow by approximately 30% by 2028. The firm argues that access to manufacturing capacity at Taiwan Semiconductor Manufacturing Company is likely to be a more important factor in determining competitive success than raw chip performance over the next several years. Orchestration CPUs poised for strong growth According to Wolfe, orchestration processors are expected to experience rapid expansion by 2028 as Nvidia’s Rubin Ultra platform moves toward a CPU-to-GPU ratio of roughly 1:1. Despite the anticipated growth, Wolfe expects the orchestration CPU segment to remain largely dominated by companies that already control GPU and accelerated computing ecosystems. The firm’s forecasts for orchestration CPU volumes are based on GPU and XPU shipment assumptions incorporated into its proprietary Wolfe Accelerator Model. ARM designs expected to capture a larger share of AI computing Within the developing market for agentic AI processors, Wolfe Research forecasts that ARM-based architectures will secure between 50% and 75% market share. The research firm believes ARM designs offer advantages in energy efficiency and multi-threaded processing, while x86 architectures retain strengths in single-threaded performance. Under Wolfe’s base-case scenario, where ARM captures half of the agentic CPU market, ARM’s share of the broader CPU industry would increase to roughly 45% by 2028 from approximately 15% today. AMD identified as the biggest potential winner Wolfe Research views Advanced Micro Devices (NASDAQ:AMD) as the company with the most significant upside relative to both its valuation and current scale. The firm projects AMD’s server CPU revenue will rise from approximately $17 billion in 2026 to $44 billion by 2028. According to Wolfe, that growth could add around $7 per share in earnings compared with 2025 levels, boosting AMD’s overall earnings potential to between $25 and $30 per share by 2028. Intel expected to face continued share erosion Although Wolfe forecasts expansion across the overall CPU industry, it believes Intel (NASDAQ:INTC) will continue to lose market share in several important segments. The firm expects pressure in orchestration CPUs as Google increasingly adopts its internally developed Axion processors, while Intel is also projected to lose ground in traditional server CPUs and emerging agentic AI workloads. Nevertheless, Intel’s server CPU revenue is still expected to increase from $22.6 billion in 2026 to $41.5 billion in 2028. Assuming a 30% operating margin on incremental revenue, Wolfe estimates this growth could contribute approximately $1 in additional earnings per share relative to 2025. Nvidia expected to lead CPU shipment expansion Wolfe forecasts Nvidia (NASDAQ:NVDA) will ship more than four million CPUs this year, including roughly 1.3 million Vera agentic processors, with the majority expected to be delivered during the fourth quarter. The firm estimates agentic CPU revenue could reach $6.6 billion in 2026, increase to $14 billion in 2027 and rise further to $24.6 billion in 2028. These forecasts are based on an average selling price of approximately $5,000 per server CPU. While Nvidia is expected to command the largest share of the market, Wolfe notes that CPUs will have a relatively limited impact on earnings because of the company’s much larger accelerator business. The firm estimates CPU products could add roughly $0.50 per share in earnings compared with 2025. Arm Holdings positioned for multiple growth drivers Wolfe Research also sees meaningful upside for Arm Holdings (NASDAQ:ARM), supported by its exposure to orchestration processors, growing adoption of ARM-based agentic CPUs and future opportunities in proprietary silicon products. Using its assumption of a 50% share of the agentic CPU market by 2028, Wolfe projects royalty revenue of approximately $1.5 billion in 2027, increasing to $2.5 billion in 2028. The firm also forecasts ARM-generated silicon revenue of around $2 billion in 2028. According to Wolfe’s estimates, datacenter CPU royalties could contribute roughly $1.25 per share in additional earnings compared with 2025, while silicon-related activities could add another $0.30 per share. Combined, these contributions could support earnings power of approximately $4.50 per share by 2028, although Wolfe cautions that the stock continues to trade at a premium valuation. Semiconductor manufacturers also stand to benefit The anticipated increase in CPU demand is expected to translate into approximately 20% wafer growth over the next two years for semiconductor equipment manufacturers. Even so, Wolfe expects GPUs and XPUs to remain the primary drivers of demand for advanced manufacturing capacity, with AI accelerators continuing to account for the largest share of leading-edge wafer production. Advanced Micro Devices stock price Intel stock price Nvidia stock price Arm Holdings stock price Original: Wolfe Research sees AI workloads expanding CPU market by 30% through 2028
DeepPressAnalysis
3週前
[DD] U.S. Export Controls Are Repricing the AI Chip Trade: NVDA, TSM, ASML, AMAT
AI compute is no longer trading like a normal semiconductor cycle. It is turning into a control-of-compute trade.
For the last two years, the market has mostly priced AI through capex, GPU demand, hyperscaler spending, and NVIDIA earnings. That still matters, but the bigger shift is regulatory. High-end AI compute is becoming a strategic asset, and the U.S. is using export controls to decide who can access it, where it can be deployed, and which supply chains remain inside the approved system.
NVDA remains the center of the AI accelerator stack. Export controls create China risk, but they also reinforce NVIDIA’s value inside approved markets. If high-end AI compute becomes regulated infrastructure, the company sitting at the center of that infrastructure becomes more strategically important.
TSM may be the cleanest choke-point name in the entire AI stack. Everyone wants advanced nodes. Everyone wants CoWoS packaging. Everyone wants priority capacity. TSMC sits directly in the middle of that.
ASML is still an elite business, but China exposure is now a bigger issue. The key risk is not only future EUV restrictions. The bigger issue is whether future rules hit DUV service, calibration, spare parts, and support for tools already installed in China.
AMAT has a different risk: enforcement. The Applied Materials case shows that BIS can be aggressive with offshore structures, re-export rules, and substantial transformation arguments. That raises the compliance risk premium for the whole semiconductor equipment space.
China’s AI sector is constrained, not dead. The lack of EUV access, weaker yields, and lower compute density are real problems. But China still has state subsidies, domestic demand, closed ecosystems, software optimization, quantization, model distillation, and political willingness to support strategic industries.
So the right call is not “China AI collapse.” The right call is structural slowdown.
Bottom Line
AI compute is no longer trading like a normal semiconductor cycle. It is becoming a regulated strategic asset, and that changes how these names should be valued.
NVDA and TSM remain the strongest choke-point plays in the stack. ASML and AMAT are still high-quality businesses, but their China exposure now carries a much higher political and regulatory risk premium.
The key question is not whether AI demand is real. It is who is allowed to sell, service, package, ship, and deploy the hardware behind that demand.
That is the trade.
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