Foundry & Contract Fabrication

The chips in your phone, your car and the AI you use are mostly designed by one company but 'actually made' by another you may never have heard of. A foundry is the chip contract-manufacturing business that became the bottleneck of the entire global economy — and it's held almost entirely by a single company.

Theme index · base 100 · USD total return

Why is Foundry & Contract Fabrication moving?

Q2 2026
▲2▼2

Intel wins Apple, AI demand lifts TSMC, but oversupply fears hit chip stocks

  • Intel gains Apple and advances 18A-P node Intel signed Apple as a foundry customer and its 18A-P manufacturing process entered risk production, with Google and Nvidia also evaluating Intel. This validates U.S. foundry capacity and adds competition, though TSMC still holds over 90% of leading-edge production.

    This is a major new development that boosts Intel's foundry business and signals growing competition in the industry.

  • AI demand drives TSMC growth and price hikes AI demand kept capacity tight, driving TSMC's 39% revenue growth and 5–10% price hikes. Hyperscaler capital spending (Alphabet, AWS, Oracle) and massive fab investments (Samsung, SK Hynix, Micron) support expansion.

    This shows the strong positive impact of AI demand on foundry revenues and pricing, a key driver for the sector.

  • Oversupply fears and AI spending concerns hit chip stocks Samsung and SK Hynix shares fell 9% on oversupply fears, the Magnificent Seven dropped over 13% on AI spending-cut concerns, and SOXX fell 8% after Broadcom's softer forecast.

    This highlights the emerging risks and negative market sentiment that could impact foundry demand and valuations.

  • SpaceX's Terafab venture adds long-term competition SpaceX's new Terafab venture with Tesla, xAI, and Intel adds long-term competition to the foundry space, potentially disrupting the current market structure.

    This is a new competitive threat that could alter the foundry landscape in the long term.

Latest
▲3

AI chip demand stays hot; TSMC expands 2nm and eyes Texas

  • TSMC 2nm output raised on 10-20% higher customer orders TSMC may reach about 120,000 wafers a month of 2-nanometer output by end-2026, up from earlier estimates of 90,000-100,000, as Apple, Nvidia, AMD, Qualcomm and MediaTek lift orders 10-20%. This shows leading-edge demand is still outrunning supply, keeping foundry orders and pricing strong.

    It is the clearest new evidence that AI demand keeps leading-edge foundry capacity sold out.

  • Custom AI chip orders keep stacking up for foundries Piper Sandler sees Google TPU sales reaching $104 billion by 2028, about 2.4 million chips, and Volato signed $1.17 billion of AMD GPU infrastructure orders. Both imply years of extra leading-edge wafer demand for foundries, adding to the backlog from AI chip designers.

    It shows new, large custom-AI-chip commitments that translate into future foundry wafer demand.

  • TSMC weighs multibillion-dollar Texas chip campus TSMC is considering a new Texas campus with multiple fabs, each costing at least $20 billion, to handle unrelenting AI demand. It depends on US lawmakers extending an advanced-manufacturing tax credit. This would add future leading-edge supply outside Taiwan, though it is early-stage and years away.

    It is a new capital-expansion signal that could add future foundry supply and reduce geographic concentration.

  • China may allow Nvidia sales, hitting domestic foundries Chinese chip stocks fell, with SMIC down 3.7% and Hua Hong nearly 5%, on a report Beijing may let some firms buy Nvidia's RTX Pro 5500 chips. If approved, it could undercut demand for domestic Chinese foundries, a negative for that sub-area, while the broader foundry theme is unaffected.

    It is the main new negative and shows a real counterweight, but it is limited to Chinese domestic foundries.

Q3 2026
▲2▼2

Foundry boom: record profits, sold-out AI capacity, but risks loom

  • AI demand drives record foundry results TSMC posted record profits and sales, raised forecasts, and hiked prices as AI capacity sold out through 2029. Hyperscaler backlogs topped $2.3T, equipment orders surged, and new fabs and custom-chip deals locked in years of demand.

    This is the core positive force: booming AI demand lifted foundry results and locked in future business.

  • China's SMIC joins the upcycle China's SMIC joined the upcycle, with profits tripling, showing the demand recovery spread beyond the leading-edge players.

    It shows the boom broadened to a major Chinese foundry, a new development this quarter.

  • AI spending jitters and tariff threats AI spending jitters and cheap Chinese models triggered selloffs, while Morgan Stanley questioned $1.2T in spending. New US tariffs raised costs, and China's mature-node push intensified competition.

    These are the main counterweights: doubts about AI spending and new trade barriers that could hurt demand and raise costs.

  • Geopolitical and cost pressures mount Taiwan blockade risk, export controls, and proposed chip tariffs threatened supply chains. Overseas fabs and the 2nm ramp diluted TSMC's margins, Samsung's yields lagged, and a severe memory shortage plus a Fed rate hike threatened costs and demand.

    These are the key risks that could disrupt supply and squeeze profits, balancing the positive demand story.

News & notes moving Foundry & Contract Fabrication
Taiwan
Foundry & Contract Fabrication▼

TSMC Weighs Overseas Factory Margin Dilution Against Rich Valuation

Taiwan Semiconductor Manufacturing Company is expanding overseas production while trying to protect the earnings that underpin its valuation, raising the question of how much lower-margin capacity it can absorb. TSMC reported a 67.7% gross margin and a 60.3% operating margin in the second quarter, yet at the September 30 market-data snapshot the stock traded at roughly 29 times trailing earnings and 57 times trailing free cash flow. Management described overseas-factory dilution starting at about two to three percentage points of gross margin and moving toward three to four points in later years, and separately expected the N2 ramp to dilute gross margin by three to four points in the second half of 2026. On second-quarter revenue of NT$1.27 trillion, a three-point gross-margin reduction represents approximately NT$38.1 billion of gross profit and four points represent NT$50.8 billion, equal to about 5.4% and 7.2% of reported net income of NT$706.6 billion, respectively. Insider Monkey's hedge fund database showed 249 TSMC holders in Q2 2026, up from 234 in Q1, with Fisher Asset Management raising its position 2% to 18,866,198 and Coatue cutting its position 4% to 8,914,995.
About megatrends
Semiconductors › Foundry & Contract Fabrication ▼Supply
Artificial Intelligence › Foundry & Advanced Packaging ▼Supply
2330.TW · Capital · Negative Overseas-factory and N2 ramp margin dilution of 3-4 gross-margin points threatens TSMC's earnings that underpin its rich ~29x trailing P/E valuation.
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United StatesTaiwan
Foundry & Contract Fabrication▲7impact 4

TSMC Weighs Additional Chip Plants in Texas With Tens of Billions in Spending

TSMC is considering building a new chip manufacturing plant in Texas, with expectations of adding several tens of billions of dollars in investment under a multi-year plan to expand its chipmaking business in the United States. Sources say the Texas project covers the construction of multiple chip plants, and if the investment goes ahead, each plant would cost at least 20 billion dollars. Previously, TSMC pledged to invest 265 billion dollars in Arizona, where several plants are currently under construction. The Texas investment depends on whether the U.S. government extends a tax credit measure for advanced manufacturing that is set to expire at the end of this year. The plan is still at an early stage and no details have been officially disclosed. TSMC is a key chip supplier to Nvidia and Apple, with revenue from wafer manufacturing in America accounting for more than 75% of its revenue from that business this year.
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Semiconductors › Foundry & Contract Fabrication ▲Capital
Artificial Intelligence › Foundry & Advanced Packaging ▲Capital
Semiconductors › Logic, Compute & Connectivity Processors Capital
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Capital
2330.TW · Capital · Positive TSMC is weighing tens of billions in additional Texas chip plant investment, expanding its US manufacturing footprint.
2330.TW · Regulation · Neutral The Texas investment depends on the US government extending an advanced-manufacturing tax credit set to expire this year.
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Bloomberg·2dRead more →
United StatesTaiwan
Foundry & Contract Fabrication▲2

Wells Fargo Sees Semiconductor Equipment Suppliers as Winners in TSMC 2nm Expansion

Wells Fargo says semiconductor capital-equipment companies could be the biggest near-term beneficiaries of a potential TSMC expansion of 2-nanometer production. Analyst Joe Quatrochi wrote that reports of the possible capacity increase should be viewed as a potentially incremental positive opportunity for semi cap companies, though timing, size and node details are still unconfirmed. Building additional 2nm capacity would require significant spending on lithography, deposition, etching and inspection equipment, adding a layer of demand for suppliers supporting TSMC's fabs. Quatrochi pointed to the so-called Silicon Prairie as a logical location for a potential second U.S. campus, citing existing semiconductor operations in Texas from Texas Instruments, Samsung, Coherent and Terafab, plus TSMC's design service center in Austin. TSMC's major 2nm customers include Apple, Nvidia, AMD and Qualcomm, with Google, Broadcom, Marvell, Amazon and OpenAI also expected to use the advanced process.
About megatrends
Semiconductors › Wafer-Fab Equipment & Lithography ▲Demand
Artificial Intelligence › Foundry & Advanced Packaging ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
Semiconductors › Lithography Systems ▲Demand
2330.TW · Demand · Positive Reports of a potential TSMC 2nm capacity expansion would add equipment demand supporting TSMC's fabs, with TSMC as the central subject.
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United States
Foundry & Contract Fabrication

Intel's Arizona Chip Venture Begins Production Contract With Volume Penalties

Intel Corporation's Arizona chip factory venture has begun its production contract, binding the company to minimum output and inventory limits that can trigger volume-related damages payable to the venture. The filing for the quarter ended June 27, 2026, discloses the arrangement, under which falling short of minimum production levels or exceeding on-site inventory limits carries contractual consequences. The partnership dates to 2022, when Intel became the venture's 51% owner and a Brookfield-managed investor held 49%, with the original announcement outlining up to $30 billion of joint investment in two factories in Chandler, Arizona. The venture recorded approximately $4.1 billion in partner contributions during the first half of 2026, and Intel retains the right to purchase all of the venture's wafer output while consolidating its results. The quarterly note does not quantify the minimum production threshold, inventory ceiling, or damages formula, leaving the cost of a demand shortfall uncalculable.
About megatrends
Semiconductors › Foundry & Contract Fabrication Capital
INTC · Supply · Negative Intel's Arizona venture production contract imposes minimum output and inventory limits with volume-related damages, adding cost risk if demand falls short.
BAM · Capital · Neutral Brookfield-managed investor holds 49% of the Intel Arizona venture, which began its production contract with volume penalties; no direct new impact on Brookfield.
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United States
Foundry & Contract Fabrication4impact 4

BofA Initiates IonQ With Buy Rating and $60 Price Target

Bank of America initiated coverage of IonQ on September 28 with a Buy rating and a $60 price target, calling the company the largest public pure-play quantum company by revenue. The call lands as IonQ reported $80.1 million of Q2 2026 revenue, up 287% year-over-year, its strongest quarter on record and a fifth consecutive quarter of record results, with organic revenue up 132%. Management raised full-year 2026 IonQ revenue guidance to $280 million to $290 million and maintained its expectation for approximately 100% organic growth, while remaining performance obligations reached $485 million, up from $122 million a year earlier. Following its $1.8 billion acquisition of SkyWater, IonQ said it received its first fully integrated quantum processing units from the foundry and plans to begin commissioning 256-qubit systems in 2027, and it announced Superion 256 deployments at Florida International University and NVIDIA's Accelerated Quantum Research Center. BofA also pointed to IonQ's semiconductor-enabled approach to scaling qubit counts and its expansion across quantum computing, communications and sensing.
About megatrends
Quantum Computing › Quantum Hardware — Pure-plays ▲Demand
Quantum Computing › Trapped-Ion ▲Technology
Quantum Computing › Quantum Hardware — Hyperscaler / Diversified Embedded Competition
Semiconductors › Foundry & Contract Fabrication Technology
Quantum Computing › Quantum Software, Algorithms & Cloud Access Demand
IONQ · Capital · Positive BofA initiated IonQ with a Buy rating and $60 price target, calling it the largest public pure-play quantum company by revenue.
IONQ · Demand · Positive IonQ reported record $80.1M Q2 revenue up 287% YoY, raised full-year guidance, and announced Superion 256 deployments at FIU and NVIDIA's research center.
BAC · Capital · Positive BofA initiates IonQ coverage with a Buy rating and $60 price target, a positive analyst valuation call for the bank's research franchise.
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China
Foundry & Contract Fabrication▲

Wuxi Industry Group issues China's first key core technology breakthrough sci-tech innovation bond, raising 600 million yuan

Wuxi Industry Development Group recently issued the country's first key core technology breakthrough sci-tech innovation bond, 26 Xi Chan K2, on the Shanghai Stock Exchange, with a total size of 600 million yuan, a term of three years, and a coupon rate of 1.58 percent. Proceeds from this bond will be invested specifically in the construction of the Hua Hong FAB9B project, which will build a 12-inch specialty process wafer production line with a planned monthly capacity of 55,000 wafers. It represents scarce domestic capacity for automotive-grade and high-end industrial-grade chips, focusing on niche segments such as non-volatile memory, power devices, and analog chips, while carrying out core technology breakthroughs in key areas including Bluetooth radio frequency chip processes, next-generation high-voltage driver processes, and embedded flash memory processes. Once completed, the project will help close the domestic supply gap in high-end specialty process chips and effectively raise the level of self-reliance and controllability of critical chips. In recent years, Wuxi Industry Group has launched a number of first-of-their-kind projects, including bonds dedicated to the aerospace sector and a computing-in-memory sci-tech innovation bond. To date, its cumulative issuance of sci-tech innovation corporate bonds has reached 8 billion yuan, ranking first in Wuxi and second in Jiangsu, and it has successfully invested in high-precision and cutting-edge projects such as SJ Semiconductor, Zhipu AI, Geekplus, and Dobot. Wuxi Industry Group said that going forward it will seize capital market opportunities, continue to leverage the leading role of patient capital, long-term capital, and strategic capital, and deepen its presence in key areas such as integrated circuits, artificial intelligence, and commercial aerospace, injecting new momentum into Wuxi's efforts to build itself into an industrial sci-tech innovation hub.
About megatrends
Semiconductors › Foundry & Contract Fabrication ▲Capital
Artificial Intelligence › Foundry & Advanced Packaging ▲Capital
688347.CG · Capital · Positive 600 million yuan sci-tech innovation bond proceeds are earmarked for the Hua Hong FAB9B 12-inch specialty process wafer line, funding its capacity expansion.
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TaiwanUnited States
Foundry & Contract Fabrication

TSMC Expands Synopsys Design Partnership for A14 Process as Shares Slip

Taiwan Semiconductor Manufacturing expanded its chip design partnership with Synopsys, strengthening the tools customers can use to design chips for TSMC's upcoming A14 process. The September 23 announcement covers AI-assisted design, automated chiplet layouts, power analysis for advanced packaging and verification for co-packaged optics, and Synopsys also reported progress on interfaces for HBM4, PCIe 7.0 and Ethernet. TSMC has scheduled A14 volume production for 2028. The U.S.-listed shares fell about 0.9% to $446.57 at 11.48am ET on September 28, a level 22.79% above the $363.69 GF Value. Better design tools could help customers get chips ready sooner, but they do not guarantee orders, and investors still need to see customer designs reach production, strong yields and fabs running at capacity.
About megatrends
Artificial Intelligence › EDA & Semiconductor IP ▲Technology
Semiconductors › EDA & Semiconductor IP ▲Technology
Artificial Intelligence › Foundry & Advanced Packaging ▲Technology
Semiconductors › Foundry & Contract Fabrication Technology
2330.TW · Technology · Positive TSMC expanded its design partnership with Synopsys, strengthening tools customers can use for its upcoming A14 process.
SNPS · Technology · Positive Synopsys expanded its chip design partnership with TSMC for the A14 process, covering AI-assisted design, chiplet layouts, power analysis and verification.
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ChinaUnited States
Foundry & Contract Fabrication3

Alibaba Unveils 10-Trillion-Parameter AI Model and Zhenwu V900 Chip

Alibaba Group laid out plans for a five trillion to ten trillion parameter model and a new Zhenwu V900 chip at its September 22 conference. The V900 delivers three times the performance of its predecessor and can power clusters of up to 500,000 chips, while CEO Eddie Wu set a target for Alibaba Cloud to operate more than 20 gigawatts of data center capacity by 2032. Reuters reported that the announcement lifted Alibaba shares on September 22, but the U.S. shares slipped about 0.1% to $109.63 at 11.10am ET on September 28, showing that early excitement has since cooled. The investment case rests on turning that computing scale into paying cloud demand, since building its own models and chips could give Alibaba more control over costs but a 20 gigawatt buildout raises the stakes for spending and utilization. The shares sit $11.86 below the $121.49 GF Value estimate, a 9.76% gap that will matter only if the expansion earns an adequate return.
About megatrends
Artificial Intelligence › Custom Silicon / ASIC ▲Technology
Semiconductors › Logic, Compute & Connectivity Processors ▲Technology
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Demand
Artificial Intelligence › Open-Weight Model Developers ▲Technology
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Capital
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Demand
Artificial Intelligence › AI Data Center & Build-out ▲Capital
Semiconductors › Foundry & Contract Fabrication Demand
9988.HK · Technology · Positive Alibaba unveiled a 5-10 trillion parameter AI model and the Zhenwu V900 chip, which delivers 3x its predecessor's performance.
9988.HK · Capital · Neutral The 20GW data-center buildout raises spending/utilization stakes, and shares sit 9.76% below the GF Value estimate, hinging on adequate returns.
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United States
Foundry & Contract Fabrication▲impact 4

Piper Sandler Projects Google TPU Sales to Reach $104 Billion by 2028

Piper Sandler analyst Thomas Champion is projecting that Google's newly disclosed external chip business will generate $104 billion in TPU hardware revenue by 2028, a forecast the firm says the broader Street has yet to price in. Champion published the note after Google disclosed external hardware sales for the first time in its second-quarter 2026 earnings report, a milestone that triggered a formal reassessment of the revenue opportunity. The firm's model has TPU sales climbing from approximately $8 billion in 2026, or roughly 240,000 chips, to $51 billion in 2027, or approximately 2.4 million chips, and then to $104 billion in 2028, anchored to a facilities and power-capacity build-out of 3 gigawatts of run-rate capacity by the end of 2027 and 6GW by the end of 2028. Piper Sandler raised its price target on Alphabet to $400 from $395 and reiterated its Overweight rating, with its 2027 and 2028 Cloud revenue estimates now 15% and 17% above consensus and its Cloud EBIT estimates 18-19% above consensus. Champion also flagged that even these estimates may prove conservative, noting that Broadcom management recently spoke to 5GW of Anthropic demand in 2027 and 10GW in 2028, which Piper Sandler estimates as $105 billion and $210 billion in revenue if that capacity is achieved.
About megatrends
Artificial Intelligence › Custom Silicon / ASIC ▲Demand
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Demand
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
Artificial Intelligence › Foundry & Advanced Packaging ▲Demand
Artificial Intelligence › HBM & AI Memory ▲Demand
GOOG · Capital · Positive Piper Sandler raised its Alphabet price target to $400 and reiterated Overweight on projected $104B TPU revenue by 2028.
AVGO · Demand · Positive Piper Sandler cites Broadcom management's 5GW Anthropic 2027 and 10GW 2028 demand, implying $105B/$210B revenue if capacity is achieved.
Anthropic · Demand · Positive Anthropic's 5GW 2027 and 10GW 2028 capacity demand is cited as underpinning Broadcom's TPU revenue estimates.
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Investing.com·6dRead more →
United StatesSouth Korea
Foundry & Contract Fabrication

SK hynix in Talks With Intel on US Memory Manufacturing Partnership

SK hynix is in exploratory discussions with Intel over a potential manufacturing partnership in the United States that could see memory chips produced at Intel's planned Ohio complex. Media reports indicate one option involves SK hynix leasing part of the facility, while another could involve a joint venture including major cloud companies, though SK hynix said no specific arrangement has been decided. The talks come as SK hynix builds out its US footprint, having recently broken ground on its more than $4 billion Indiana facility, which is expected to begin producing next-generation high-bandwidth memory products in the second half of 2029, with wafers made in South Korea slated for advanced packaging and testing there. SK hynix reported record second-quarter 2026 results, with revenues surging 257% year over year and operating profit jumping 557%, and has established long-term agreements with around 10 key customers while ramping HBM4. SKHY has gained 25.8% over the past three months against the industry's decline of 12.6%, outperforming FormFactor, Inc., which has lost 10%, and ASE Technology Holding Co., Ltd., which is up 5.2% over the same period. SKHY currently carries a Zacks Rank #2 (Buy).
About megatrends
Artificial Intelligence › HBM & AI Memory ▲Supply
Semiconductors › Memory — DRAM, NAND & HBM ▲Supply
Semiconductors › Foundry & Contract Fabrication Supply
000660.KO · Demand · Positive SK hynix is in exploratory talks for a US memory manufacturing partnership with Intel, expanding its US production footprint alongside its Indiana HBM facility.
INTC · Demand · Positive SK hynix is in talks to partner with Intel and potentially lease or JV part of Intel's planned Ohio complex, which would fill/validate Intel's US fab capacity.
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Zacks Investment Research·6dRead more →
TaiwanUnited States
Foundry & Contract Fabrication▲2impact 4

TSMC 2nm Output Seen Reaching 120,000 Wafers Monthly by End-2026

Taiwan Semiconductor Manufacturing is expanding 2-nanometer production faster than previously expected as major customers increase their commitments to the new technology. The company could reach monthly 2nm output of about 120,000 wafers by the end of 2026, compared with earlier estimates of 90,000 to 100,000, according to Taiwan's EDN. Apple, Nvidia, Advanced Micro Devices, Qualcomm and MediaTek are reportedly lifting 2nm orders by 10% to 20%, giving TSMC additional visibility as customers prepare next-generation processors and AI accelerators. In the second quarter, 2nm represented 3% of TSMC's wafer revenue, while technologies at 7nm and below accounted for 77%, and high-performance computing made up 66% of revenue, up from 60% a year earlier. TSMC has projected 2026 2nm capacity growth as it ramps multiple facilities in Taiwan.
About megatrends
Artificial Intelligence › Foundry & Advanced Packaging ▲Supply
Semiconductors › Foundry & Contract Fabrication ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Supply
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Artificial Intelligence › Edge & On-device AI Silicon ▲Supply
Artificial Intelligence › GPU & Merchant Accelerators ▲Supply
2330.TW · Demand · Positive TSMC's 2nm output is seen reaching 120,000 wafers monthly by end-2026 as major customers raise orders 10-20%.
2454.TW · Demand · Positive MediaTek is reportedly lifting its 2nm orders by 10-20%, increasing demand for TSMC's advanced node as it prepares next-generation processors.
AAPL · Demand · Positive Apple is reportedly lifting its 2nm chip orders by 10-20%, signaling stronger demand for TSMC's advanced node.
AMD · Demand · Positive AMD is reportedly increasing 2nm orders by 10-20% as it prepares next-generation processors.
NVDA · Demand · Positive Nvidia is reportedly raising 2nm orders by 10-20% for next-generation AI accelerators.
QCOM · Demand · Positive Qualcomm is reportedly lifting 2nm orders by 10-20% for upcoming processors.
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GuruFocus·6dRead more →
United States
Foundry & Contract Fabrication▲impact 4

Volato's Alignment Engine Signs $1.2 Billion AI Infrastructure Orders

Volato Group's Alignment Engine subsidiary has entered into two four-year, take-or-pay orders with a large AI customer representing $1.17 billion in aggregate contract value, marking Alignment Engine's first major customer commitment for its AI infrastructure platform. The orders cover phased deployment of dedicated AMD GPU infrastructure at Alignment Engine's Ohio AI infrastructure campus, with the initial deployment using AMD MI355X GPUs and a contractual start date of December 31, 2026, and a second deployment using AMD MI455X GPUs starting June 30, 2027. The customer has committed to approximately $133 million in contractual prepayments, including approximately $40 million due following execution of the initial order, with the remaining prepayments scheduled in stages based on specified dates and equipment shipment milestones. The deployments will operate as dedicated, single-tenant GPU clusters, and the remaining contract value is payable over the four-year terms on a take-or-pay basis. Volato Chief Executive Officer Chris Ensey called the orders a transformational commercial milestone, and Chief Financial Officer Mark Heinen said they demonstrate a model of building infrastructure against long-term contracted demand and meaningful customer cash commitments.
About megatrends
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Demand
Artificial Intelligence › AI Data Center & Build-out ▲Demand
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Artificial Intelligence › GPU & Merchant Accelerators ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) Demand
SOAR · Demand · Positive Volato's Alignment Engine subsidiary signed two four-year take-or-pay orders worth $1.17B with a large AI customer, its first major AI infrastructure commitment.
Alignment Engine · Demand · Positive Alignment Engine secured $1.17B in take-or-pay AI infrastructure orders plus ~$133M in customer prepayments for its Ohio GPU campus.
AMD · Demand · Positive Volato's $1.17B AI infrastructure orders will deploy dedicated AMD MI355X and MI455X GPU clusters, driving demand for AMD's AI chips.
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Business Wire·6dRead more →
Global
Foundry & Contract Fabrication▲

JPMorgan Expects AI-Linked Stocks to Rebound, Stays Bullish on Semiconductors

JPMorgan analysts said on the 28th that the recent correction in global AI-related trading has improved investors' positioning and made valuations more attractive, which could encourage investors to re-enter the market, particularly in semiconductor stocks. In a report, they noted that tech may not return to past peak levels, but the underlying scenario remains positive and there are many investment opportunities within the AI-related sector. They said investor positioning in the AI space has been cleaned up and valuations have fallen sharply across most areas, while capital expenditure is likely to remain solid despite recent slowdown concerns. On semiconductor stocks, they maintained a bullish outlook citing strong fundamentals, price increases through 2027, and supply-demand tightness expected to persist until 2028, while keeping a cautious stance on software stocks, assessing that AI growth continues to leave the sector's long-term outlook uncertain.
About megatrends
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Demand
Semiconductors › Memory — DRAM, NAND & HBM ▲Pricing
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
Artificial Intelligence › GPU & Merchant Accelerators ▲Demand
Artificial Intelligence › AI Applications & Copilots ▼Competition
Artificial Intelligence › Foundry & Advanced Packaging ▲Demand
Artificial Intelligence › HBM & AI Memory ▲Pricing
JPM · Capital · Neutral JPMorgan analysts issued a bullish report on AI/semiconductor stocks; the firm is the source of the call, not a subject of fundamental impact.
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ChinaUnited States
Foundry & Contract Fabrication▲10impact 4

China opens path for Alibaba and ByteDance to buy Nvidia's RTX Pro 5500 chips

China's Ministry of Industry and Information Technology has asked some technology companies, including Alibaba Group and ByteDance, to report their plans to purchase Nvidia's new RTX Pro 5500 graphics processing chip, which was launched this month, according to a Bloomberg report citing The Information. The companies must specify the number of chips they intend to buy and the purpose of use. Sources said the ministry has notified some companies of plans to approve such purchases. The move signals that China's government may allow these companies to buy Nvidia chips. Previously, the U.S. government banned exports to China of Nvidia's most powerful AI processing chips over concerns they would boost China's AI capabilities and military potential. However, the RTX Pro 5500 is a chip designed primarily for graphics and simulation work, even though it can support AI services. It differs from the top-tier GB300 because it uses older manufacturing technology and is designed for large-scale computing tasks. The U.S. government has just eased restrictions on exports of some Nvidia chips to China, although most of these chips are older models and are sold in fairly limited quantities.
About megatrends
Artificial Intelligence › GPU & Merchant Accelerators ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Geopolitics
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
9988.HK · Regulation · Positive China's MIIT asks Alibaba to report its RTX Pro 5500 purchase plans and signals approval, potentially allowing it to buy Nvidia chips.
NVDA · Regulation · Positive China signals it may approve Alibaba and ByteDance purchases of Nvidia's RTX Pro 5500, opening a path for sales that US export bans had blocked.
ByteDance · Regulation · Positive ByteDance is among the tech companies asked to report RTX Pro 5500 purchase plans, with China signaling it may approve such chip buys.
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Bloomberg·6dRead more →
SingaporeTaiwanNetherlands
Foundry & Contract Fabrication▲2

NXP and VIS joint venture VSMC opens $7.8B 300 mm wafer fab in Singapore

VisionPower Semiconductor Manufacturing Company (VSMC), a joint venture between Vanguard International Semiconductor and NXP Semiconductors, has opened its first 12-inch (300 mm) wafer fab in Tampines, Singapore, a $7.8B facility. Following the completion of construction, the plant has entered risk production, with full commercial manufacturing scheduled to begin in the first quarter of 2027. Representatives from TSMC and other partners, along with customers, suppliers, industry associations, and government agencies, attended the opening, the company said.
About megatrends
Semiconductors › Foundry & Contract Fabrication ▲Supply
Semiconductors › Logic, Compute & Connectivity Processors Supply
5347.TWO · Supply · Positive VIS's joint venture VSMC opened its first 300 mm wafer fab in Singapore, adding capacity
NXPI · Supply · Positive NXP's JV VSMC opened its $7.8B 300mm wafer fab in Singapore, adding owned capacity for its chips.
VisionPower Semiconductor Manufacturing Company · Supply · Positive VSMC opened its $7.8B 300 mm wafer fab in Singapore, entering risk production
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China
Foundry & Contract Fabrication▲3

Xinlian Integration expects first three quarters revenue of 7.766 billion yuan, turning losses into profits, with third-quarter net profit of about 400 million yuan

Xinlian Integration released its performance forecast for the first three quarters of 2026, expecting operating revenue of about 7.766 billion yuan, up about 43.23 percent from 5.422 billion yuan in the same period last year. Net profit attributable to the parent company is expected to be about 681 million yuan, an increase of about 1.144 billion yuan from a loss of 463 million yuan in the same period last year. Based on the 4.562 billion yuan in operating revenue and 278 million yuan in net profit attributable to the parent company already achieved in the first half, the company's third-quarter operating revenue is expected to be about 3.2 billion yuan, up sharply both year on year and quarter on quarter, with quarterly net profit attributable to the parent company expected to be about 400 million yuan, turning from a loss to a profit year on year and rising by more than 30 million yuan quarter on quarter. The company said the earnings growth benefited from high capacity utilization, continuous optimization of the product mix, scale effects from sales volume growth, and ongoing improvements in cost control and factory operating efficiency. The steady progress of technology licensing business also had a favorable impact on net profit attributable to the parent company. So far, only four listed companies in the A-share market have disclosed third-quarter earnings forecasts, with the other three being Fuxiang Pharmaceutical, Chipmore Technology, and Luxshare Precision.
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Foundry & Contract Fabrication2

United Nova Technology expects first three quarters revenue of 7.766 billion yuan, turning from loss to profit year on year

United Nova Technology disclosed an earnings forecast on the evening of September 28, expecting to turn from loss to profit in the first three quarters of 2026. The company expects operating revenue for the first three quarters to be about 7.766 billion yuan, an increase of about 2.344 billion yuan from the same period last year, up about 43.23 percent year on year. Net profit attributable to owners of the parent is expected to be about 681 million yuan, an increase of about 1.144 billion yuan from the same period last year, up about 247.08 percent year on year. The company said that during the reporting period, driven by multiple factors including global semiconductor industry technology iteration, demand upgrades and scenario penetration, as well as the continued expansion of emerging application areas such as AI, the company actively expanded its market, deepened customer cooperation, seized opportunities in domestic substitution, maintained a high level of capacity utilization, continuously optimized its product structure, and the scale effect released by sales volume growth together with cost control supported profitability. United Nova Technology was founded in 2018 and listed in May 2023. Since 2019, its performance had been in continuous loss, with a net loss attributable to the parent of 1.958 billion yuan in the year of listing. In the first half of this year, the company's net profit attributable to the parent had already turned from loss to profit, rising 263.40 percent from the same period last year to 278.3 million yuan. The company noted that the above forecast data are only preliminary calculations, and the specific accurate financial data are subject to the officially disclosed third quarter report for 2026.
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China
Foundry & Contract Fabrication14impact 4

Alibaba Plans 5-10 Trillion Parameter AI Model, Unveils Zhenwu V900 Chip

Alibaba Group Holding Limited is deepening its full-stack AI strategy with a planned next-generation model containing 5 trillion to 10 trillion parameters, as much as four times the size of its current flagship Qwen 3.8 Max, alongside the unveiling of the Zhenwu V900 AI chip, which delivers three times the performance of its predecessor and is designed to operate in large clusters. Mass production of the chip is expected to begin in early 2027, and Alibaba also aims to expand Alibaba Cloud's data-center capacity to more than 20 gigawatts by 2032. Its shares rose 5.1% following the announcements. In the June quarter, Alibaba's AI cloud and compute revenue rose 45% year over year to RMB48.44 billion, or $7.14 billion, while AI-related product revenue reached RMB12.38 billion and maintained triple-digit growth for the 12th consecutive quarter, and cloud adjusted EBITA increased 133% to RMB5.94 billion, lifting the margin to about 12%. Alibaba spent RMB67.68 billion, or $9.98 billion, on capital expenditures in the June quarter, up 75% year over year, largely because of AI infrastructure investment, and quarterly net profit fell 75% as AI-related spending increased. The company expects AI investment to break even within three years.
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9988.HK · Capital · Positive AI cloud and compute revenue rose 45% to RMB48.44B with cloud EBITA up 133%, though net profit fell 75% on heavy AI capex.
9988.HK · Technology · Positive Alibaba unveiled the Zhenwu V900 AI chip with 3x performance and plans a 5-10 trillion parameter model, advancing its full-stack AI technology.
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Foundry & Contract Fabrication2

Alibaba Unveils Zhenwu V900 AI Chip, Claiming Triple the Performance of Its Predecessor

Alibaba Group Holding Limited unveiled the Zhenwu V900 on September 22, an AI chip the company describes as China's most powerful and roughly three times the performance of its predecessor. The chip is expected to enter mass production with commercial availability potentially beginning in the first quarter of next year, and Alibaba says its existing Zhenwu chips are already used by more than 650 customers across automotive, financial services, energy, and manufacturing. Alibaba has committed at least RMB 380 billion, or about $53 billion, over three years to AI and cloud infrastructure, part of which aims to expand its cloud data center capacity to more than 20 gigawatts by 2032. The company cautioned that the threefold performance improvement is measured against the M890 chip currently in use rather than Nvidia's latest-generation accelerators, so it does not establish that Zhenwu has closed the gap with Nvidia's most advanced hardware. Insider Monkey's hedge fund database shows the number of hedge funds holding Alibaba declined to 97 in the second quarter from 102 in the first quarter, while short interest stood at approximately 1.68% of shares, or about 41.04 million shares, as of September 15.
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9988.HK · Technology · Positive Alibaba unveiled the Zhenwu V900 AI chip, claiming roughly triple the performance of its predecessor, with mass production expected next year.
9988.HK · Capital · Positive Alibaba has committed at least RMB 380 billion (~$53 billion) over three years to AI and cloud infrastructure, expanding data center capacity to over 20 gigawatts by 2032.
NVDA · Competition · Neutral Alibaba's Zhenwu V900 is compared to Nvidia's accelerators, but the article notes it does not establish that the gap with Nvidia's most advanced hardware has closed.
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Foundry & Contract Fabrication▲2impact 4

Korea's trade surplus hits record $23B on chip and auto export surge

South Korea's trade surplus widened to a record $23 billion in the first 20 days of September as exports accelerated, led by strong semiconductor shipments and a sharp rebound in autos and auto parts, according to Goldman Sachs. Exports per working day rose 7.4% month-on-month on a seasonally adjusted basis, accelerating from 4.1% in the previous month, while total exports during the first 20 days climbed 14.9%, compared with a 7.2% increase previously, with some of the acceleration reflecting front-loading ahead of the lunar Mid-Autumn Festival holidays in late September. Semiconductors were the biggest contributor, with chip exports increasing 16% and accounting for roughly 60% of the sequential rise in overall exports, while other technology exports fell 1% as higher handset and household appliance shipments were offset by weaker computer exports. Outside technology, autos and auto parts exports jumped 60.8% after contracting for two consecutive months and accounted for roughly a quarter of the overall sequential increase, and demand from the U.S. was particularly strong, with exports to the country surging 48.1% from 13.6% previously and accounting for slightly more than half of the overall sequential export gain. Shipments to Taiwan and the European Union climbed 43.6% and 34.7% respectively, together contributing about 30% of the increase, while exports to mainland China grew by a more modest 1.2%, and total imports during the 20-day period increased 10.5% compared with 1.7% previously.
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Foundry & Contract Fabrication▲4

TSMC Sets Up Advanced Packaging Hub in Kaohsiung

Taiwan Semiconductor Manufacturing is establishing an advanced-packaging testing and training hub in Kaohsiung that will let suppliers test equipment and materials alongside the chipmaker before those technologies reach production. Two buildings are expected to open in late 2029, and TSMC has said the setup could make validation 25% to 50% more efficient. The company's U.S. shares rose about 0.4% to $453.02 around 10:28 a.m. ET Friday, based on Thursday's $451.15 close. The article notes that faster testing is not the same as more chips ready to sell, and that the shares sit 24.45% above GuruFocus's $364.01 GF Value estimate.
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2330.TW · Technology · Positive TSMC is building an advanced-packaging testing and training hub in Kaohsiung that could make equipment/material validation 25-50% more efficient
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AMD Market Cap Tops $1 Trillion as Lisa Su's September Run Continues

Advanced Micro Devices crossed the $1 trillion market capitalization mark for the first time on Monday, with shares surging 9.9% amid a broader tech-stock rally. The milestone caps a September in which CEO Lisa Su sat at President Trump's table during the state dinner with Chinese President Xi Jinping, two seats from Trump and next to Elon Musk, and rang the opening bell at the New York Stock Exchange with first lady Melania Trump. AMD stock is up 193% year to date, far outpacing Nvidia's 22% gain. The chipmaker beat Wall Street expectations across the board for the second quarter, posting record non-GAAP earnings per share of $1.66 against consensus estimates of $1.61, with total revenue up 50% year over year to a record $11.5 billion and data center revenue more than doubling to $6.7 billion. AMD projected second-half 2026 server CPU revenue to grow 80% year over year and 70% in 2027, and expects data center revenues to more than double in 2027 with AI GPUs growing well over 100%. The company also unveiled its next-generation Instinct MI450 Series GPUs and 6th Gen EPYC Venice CPUs for its Helios rack-scale AI systems, alongside deals for Microsoft to deploy Helios across Azure AI services beginning in the second half of 2026 and for Anthropic to deploy up to 2 gigawatts of Instinct MI450 GPUs beginning in the first half of 2027, a deal that could be worth tens of billions of dollars over time, with AMD committing to invest up to $5 billion in Anthropic.
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AMD · Capital · Positive AMD crossed $1 trillion market cap as shares surged 9.9% amid a broader tech rally, capping a strong September run.
AMD · Demand · Positive AMD posted record Q2 results with revenue up 50% to $11.5B and data center revenue more than doubling to $6.7B, plus deals for Microsoft and Anthropic to deploy its AI GPUs.
MSFT · Demand · Positive Microsoft agreed to deploy AMD's Helios rack-scale AI systems across Azure AI services beginning in the second half of 2026.
Anthropic · Demand · Positive Anthropic agreed to deploy up to 2 gigawatts of AMD Instinct MI450 GPUs beginning in the first half of 2027, a deal potentially worth tens of billions.
NVDA · Competition · Neutral Nvidia is mentioned only as a comparison, with AMD's 193% YTD gain far outpacing Nvidia's 22%.
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Japan
Foundry & Contract Fabrication▲7

September Tankan: Large Manufacturers' DI Expected to Improve 4 Points to Plus 26

Forecasts from 12 private think tanks and other institutions for the Bank of Japan's September National Short-Term Economic Survey of Enterprises, or Tankan, to be released on the 1st of next month, were all in by the 25th. The average forecast for the business conditions diffusion index, which gauges corporate sentiment, stands at plus 26 for large manufacturers, a 4-point improvement from the previous June survey. The dominant view is that demand related to artificial intelligence and semiconductors will lift sentiment, and this would mark the sixth consecutive quarter of improvement for manufacturers. While industries producing equipment and materials related to semiconductor manufacturing, such as electrical machinery and production machinery, are analyzed as performing well, it has been pointed out that automobiles may act as a drag due to sluggish growth in export volumes. The average forecast for large non-manufacturers is 36, down 1 point from the June survey, with many companies expecting flat or slightly worse conditions due to weak inbound demand and rising costs such as fuel and labor expenses. Based on this Tankan, the Bank of Japan plans to analyze risks such as higher crude oil prices and AI-driven upward pressure on prices, and to look for the timing of an additional interest rate hike.
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USDJPY.FOREX · Monetary · Negative Stronger Tankan sentiment and BOJ looking for timing of an additional rate hike support the yen.
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United StatesChinaTaiwan
Foundry & Contract Fabrication3impact 4

Trump and Xi Discuss AI, Trade and Taiwan at the White House

President Donald Trump and President Xi Jinping held a joint summit at the White House, discussing artificial intelligence, security and technology. It marked the first joint statement between the two leaders, amid concerns among executives at major technology companies and some U.S. policymakers that AI could pose a threat to humanity. Trump affirmed that AI development should proceed freely in order to preserve the United States' advantage, while China criticised U.S. semiconductor export controls as creating restrictions on Chinese companies. Xi Jinping said China and the United States have both the capability and the responsibility to develop and manage AI for the benefit of humanity, and that it should always remain under human control. He also called on Trump to change the U.S. position on Taiwan by opposing Taiwan independence. Trump said the two sides had made substantial progress on points of disagreement, referring to efforts to expand access to the Chinese market for U.S. farmers and ranchers under the trade committee mechanism, and he did not mention the Taiwan issue. After the meeting, China announced that it had reached a new joint agreement with the United States, according to Xinhua News Agency, without disclosing details. A few hours earlier, the United States had announced an extension of the trade truce with China by another two months, until January 10. Xi Jinping also said there is potential to add direct flights between the two countries, and announced that two pandas will arrive at Zoo Atlanta in the U.S. state of Georgia within a few days.
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Rapidus Could List in the U.S. and Build Production There If Mass Production Succeeds, Says LDP Semiconductor Caucus Chair

Takeshi Yamagiwa, chair of the Liberal Democratic Party's parliamentary league on semiconductor strategy, said in an interview with Reuters that Rapidus, the government-backed company aiming for mass production of advanced semiconductors, is "miraculously on schedule at this stage," and that if mass production is achieved, customers will be secured and "financing and an initial public offering will both go smoothly." He added that in the future, a U.S. listing and local production in the demand-heavy American market are "a possibility." Government research and development outsourcing funds for Rapidus have so far reached about 2.4 trillion yen, and last July the company confirmed the operation of a prototype 2-nanometer-class chip at its base in Chitose, Hokkaido, and is moving ahead with preparations for mass production. Yamagiwa said, "It is important to have a mass production system in place by around this time next year and to show the world chips being mass produced." He noted that, reflecting on the "defeat" Japan suffered after holding the top share in the 1980s and then being forced into decline as trade restrictions under the Japan-U.S. semiconductor agreement tightened, the country this time is working with American companies from the outset and aiming for a "win-win relationship," and that a stance of "not half-heartedly withdrawing public support, with the government committed to the very end," is a major difference from the semiconductor strategy of decades ago. Regarding reports that South Korea's SK Hynix is considering building a memory chip plant in Japan, he said, "If there is a manufacturing base in Japan, the supply chain will be stronger. Basically, it should be welcomed," while adding that Japan-South Korea cooperation must be weighed against the risk of technology and talent outflow, and that "we must look strictly at how far we can work together."
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000660.KO · Supply · Positive LDP semiconductor caucus chair said SK Hynix's reported consideration of a memory chip plant in Japan would strengthen the supply chain and should be welcomed.
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TaiwanSouth KoreaUnited States
Foundry & Contract Fabrication▲2impact 4

TSMC to Raise Wafer Prices 3% to 6% Starting in 2027

Taiwan Semiconductor Manufacturing plans to raise wafer foundry prices by 3% to 6% starting in 2027, with the largest increases targeted at advanced process nodes used in high performance computing and AI chips. Management is preparing the multi-year pricing update as capacity remains tight for AI-related demand and advanced packaging through 2030. The move is intended to give the company more room to earn a return on heavy spending for 2nm and other advanced facilities, tilting its foundry model further toward higher-value capacity rather than pure volume. Raising prices first can signal confidence in tight supply, but it also invites Samsung and Intel to adjust their own pricing, and any meaningful discount or aggressive incentives from rivals could pull future AI programs or advanced packaging work away. The key test for investors is whether customers lock in multi-year agreements through 2027 at the higher wafer rates, especially on 2nm and related advanced nodes, with disclosed capacity commitments, utilization data around those leading processes, and management commentary on pricing discipline as the metrics to track.
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2330.TW · Pricing · Positive TSMC plans to raise wafer foundry prices 3%-6% starting 2027, with the largest increases on advanced AI/HPC nodes.
005930.KO · Competition · Neutral Article says TSMC's price hikes invite Samsung to adjust its own pricing, but no specific Samsung move is reported.
INTC · Competition · Neutral Article notes TSMC's price hikes invite Intel to adjust its own pricing, but no specific Intel action is reported.
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TSMC and ASML Launch 12-Inch EUV Photomask Initiative Targeting 2031 Pilot Line

Taiwan Semiconductor Manufacturing Company and ASML Holding announced a collaborative industry initiative on September 8 to transition the semiconductor sector to a 12-inch Extreme Ultraviolet photomask format, replacing the 6-inch masks chipmakers currently use for High NA EUV systems. The shift aims to boost scanner productivity, eliminate stitching constraints on ultra-large chips, and lower long-term advanced node manufacturing costs, with the initiative targeting a pilot line by 2031 and 12-inch High-NA production by 2033. TSMC plans to adopt High-NA EUV starting in 2030, with the 12-inch masks providing a multi-year roadmap for scaling complex AI architectures. For ASML, establishing a 12-inch standard locks in the long-term economic case for its High-NA scanner line, supporting its 15% revenue expansion outlook, while for TSMC the larger format helps defend its leading-edge and AI/HPC manufacturing dominance. The decade-long roadmap carries execution risk, as the entire global supply chain, from mask blanks and inspection equipment to automated handling, must retool from scratch, and TSMC faces near-term gross margin dilution from its N2 ramp and overseas fab expansions while ASML contends with gross margin pressure in late 2025 and geopolitical growth uncertainties through 2026.
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2330.TW · Technology · Positive TSMC and ASML launch a 12-inch EUV photomask initiative to boost scanner productivity and defend TSMC's leading-edge AI/HPC manufacturing dominance.
2330.TW · Capital · Negative TSMC faces near-term gross margin dilution from its N2 ramp and overseas fab expansions.
ASML.AS · Technology · Positive Establishing a 12-inch standard locks in the long-term economic case for ASML's High-NA scanner line, supporting its 15% revenue expansion outlook.
ASML.AS · Capital · Negative ASML contends with gross margin pressure in late 2025 and geopolitical growth uncertainties through 2026.
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United States
Foundry & Contract Fabrication▲3impact 4

Broadcom Sets $230 Billion AI Revenue Target for Fiscal 2028

Broadcom expects AI chip revenue of roughly $115 billion in fiscal 2027 and $230 billion in fiscal 2028, according to Reuters, a target that doubles the delivery test for the custom AI chip and networking supplier. The company reported $16.7 billion in fiscal third-quarter AI semiconductor revenue, about 56% of its $29.59 billion total. Shares fell about 2% to $348.02 at 10.40am ET on Thursday morning as investors weighed the promise against execution risk. At that price, Broadcom trades 15.36% below the $411.18 GF Value cited by GuruFocus. Doubling AI sales in a year demands that chips be made, packaged and delivered on schedule, and any slip in supply or customer deployments would leave the revenue target offering little comfort.
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AVGO · Demand · Positive Broadcom sets a $230B AI revenue target for fiscal 2028, doubling its custom AI chip and networking sales goal.
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Foundry & Contract Fabrication

ASML Wins Broader High-NA EUV Commitments as Shares Slip 1.8%

ASML Holding won broader customer commitments for its roughly $400 million High-NA EUV machines, even as its U.S. shares fell about 1.8% to $1,713.41 in Thursday morning trading. Intel is already using High-NA in volume production on selected chip layers, Samsung plans to bring the technology into DRAM production in 2028, and TSMC targets advanced chip production from 2030. ASML says its EXE:5200B can print features 1.7 times smaller than its current NXE systems in a single exposure, potentially sparing customers costly manufacturing steps. The catch is price: chipmakers need enough output and yield gains to earn back the cost of each machine, and ASML needs those gains to turn early commitments into lasting demand. At $1,713.41, the shares sit 35.5% above the roughly $1,260 GF Value estimate, a premium that puts pressure on High-NA to deliver on the factory floor.
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Semiconductors › Lithography Systems ▲Demand
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ASML.AS · Capital · Negative ASML shares sit 35.5% above the ~$1,260 GF Value estimate, a valuation premium pressuring High-NA to deliver.
ASML.AS · Demand · Positive ASML won broader customer commitments for its ~$400M High-NA EUV machines from Intel, Samsung, and TSMC.
INTC · Demand · Positive Intel is already using ASML's High-NA EUV in volume production on selected chip layers, validating adoption of the technology.
005930.KO · Demand · Positive Samsung plans to bring High-NA EUV into DRAM production in 2028, a concrete commitment to the technology.
2330.TW · Demand · Positive TSMC targets advanced chip production using High-NA from 2030, adding a customer commitment for ASML's machines.
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Foundry & Contract Fabrication▲

CLSA Says AI Chip Shortage Could Last Until 2030, Calls 2028 Peak Forecast 'Utterly Wrong'

CLSA's Bhavtosh Vajpayee said the AI semiconductor cycle will not peak in 2028, calling that expectation "utterly wrong" and projecting the current chip shortage will persist until roughly 2030. Speaking to CNBC on Wednesday, Vajpayee said demand for GPUs and custom AI chips currently exceeds supply by about 73%, and he expects upstream semiconductor and hardware companies to benefit as the shortage worsens alongside expanding AI infrastructure spending. He also noted that large semiconductor companies trade at lower valuation multiples than many other parts of the AI ecosystem. Vajpayee highlighted Meta's Muse as a notable recent development for making AI agent creation easier through simple language commands, and said similar advances should emerge in China, where companies including Alibaba are developing smaller AI models. He pointed to Apple as particularly important because smartphones already sit at the center of consumers' daily lives and could become the primary gateway for accessing AI services, while CLSA sees clearer opportunities in AI hardware suppliers than among model developers, where he said it remains too early to determine the eventual winners.
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United States
Foundry & Contract Fabrication▲3impact 4

NVIDIA Commits $279 Billion to Supply as AI Demand Accelerates

NVIDIA ended the second quarter of fiscal 2027 with $279 billion in supply and capacity commitments, up from $119 billion in the first quarter, with most tied to memory and manufacturing facilities for current and future data center products. The company reported $96.22 billion in second-quarter fiscal 2027 revenues, up 106% year over year, while Data Center revenues surged 117% to $89.02 billion, and it guided third-quarter revenues to $108 billion, plus or minus 2%, implying 89.5% year-over-year growth. NVIDIA expects fiscal 2028 revenue growth of about 70%, though supply constraints could limit how quickly it meets demand, and it warns that changing demand could make the commitments difficult to reduce. Rivals are expanding as well: AMD's Data Center revenues rose 107% year over year to $6.7 billion in the second quarter of 2026, with Anthropic planning to deploy up to 2 gigawatts of MI450-series GPUs on the Helios rack-scale platform and Microsoft deploying Helios at scale on Azure, while Intel's second-quarter revenues rose 25% to $16.13 billion and its Data Center and AI revenues surged 59% to $6.26 billion. The Zacks Consensus Estimate for NVIDIA's fiscal 2027 revenues stands at $406.05 billion, an 88% year-over-year increase, and the stock trades at a forward price-to-earnings ratio of 17.11 versus the sector's average of 21.45.
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Semiconductors › Memory — DRAM, NAND & HBM ▲Demand
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NVDA · Capital · Positive NVIDIA reported Q2 FY2027 revenues of $96.22B, up 106% YoY, with Data Center up 117% and Q3 guidance of $108B.
NVDA · Supply · Positive NVIDIA's supply and capacity commitments jumped to $279B from $119B, mostly for memory and manufacturing of data center products.
AMD · Demand · Positive AMD's Data Center revenues rose 107% YoY to $6.7B, with Anthropic and Microsoft deploying its MI450 GPUs on Helios.
INTC · Demand · Positive Intel's Q2 revenues rose 25% and Data Center and AI revenues surged 59% to $6.26B.
Anthropic · Demand · Positive Anthropic plans to deploy up to 2 gigawatts of AMD MI450-series GPUs on the Helios platform.
MSFT · Demand · Positive Microsoft is deploying AMD's Helios rack-scale platform at scale on Azure.
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Zacks Investment Research·10dRead more →
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Foundry & Contract Fabrication7

Chip board approves national strategy, targets 2.5 trillion baht in investment toward Made-in-Thailand chips

The National Semiconductor and Advanced Electronics Industry Policy Committee, chaired by Deputy Prime Minister and Finance Minister Ekniti Nitithanprapas, has approved the first national strategy for developing the semiconductor and advanced electronics industry, as disclosed by Narit Therdsteerasukdi, Secretary-General of the Board of Investment, or BOI. The strategy sets out a three-phase roadmap toward the goal of Made-in-Thailand chips, targeting more than 500 billion baht in investment by 2030 and 2.5 trillion baht by 2050, while pushing industry revenue to 5 trillion baht per year and creating more than 230,000 new jobs. The first phase, by 2030, will upgrade the existing chip assembly and testing base to advanced packaging and lay the foundation for upstream chip production. The second phase, by 2040, focuses on attracting major investors in chip design and wafer fabrication. The third phase, by 2050, aims for Thailand to have a complete semiconductor supply chain and to build Thai companies into local champions. It will focus on three main semiconductor groups: photonics, power semiconductors and sensors, driven through five main mechanisms: incentives and tailored investment support packages, high-skilled workforce development, technology and research infrastructure, readiness in electricity, water and clean energy, and regulatory improvement. Meanwhile, the Siam Silica plan aims to produce and develop a total workforce of 86,600 people by 2030, comprising 84,900 high-skilled personnel and about 1,700 senior research personnel. Infineon Technologies, a major chipmaker from Germany, is preparing to open its first plant in Thailand in Samut Prakan province on October 1, 2026, as a base for advanced power module production along with a research and development center, and when fully operational the project is expected to create more than 5,000 jobs for Thai personnel. In addition, several global technology companies have chosen Thailand as a production base, such as Analog Devices, Foxsemicon, ZDT, Terahop and MPI. BOI data shows that from 2023 through June 2026, there were 879 projects applying for investment promotion in the semiconductor and advanced electronics industry, with investment value of more than 909 billion baht.
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Semiconductors › Advanced Packaging & Test (OSAT) ▲Demand
Semiconductors › Analog, Power & Discrete ▲Demand
Semiconductors › Foundry & Contract Fabrication Geopolitics
Semiconductors › EDA & Semiconductor IP ▲Demand
IFX.XETRA · Capital · Positive Infineon is preparing to open its first plant in Thailand in Samut Prakan as a base for advanced power module production and R&D, supported by the new national semiconductor strategy.
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Business Today·10dRead more →
TaiwanUnited States
Foundry & Contract Fabrication▲2

Synopsys and TSMC Expand AI Chip Design Partnership Across A14, Agentic AI and Advanced Packaging

Synopsys announced new collaborations with TSMC spanning A14 design enablement, AI-assisted engineering workflows, CoWoS support for multi-die designs, and unified multiphysics signoff. The companies said Synopsys has achieved A14 certification across digital and analog flows and enabled agentic AI capabilities, giving customers a methodology spanning implementation through signoff to accelerate design convergence on TSMC A14 technology. In analog design, Synopsys is collaborating with TSMC on device routing enablement on A14, a key milestone for advanced analog place-and-route automation. Synopsys said its 3DIC Compiler platform now enables designers to co-design and simulate integrated voltage regulators on TSMC CoWoS technology in a unified environment, and that it continues to work with TSMC on co-packaged optics design on TSMC COUPE technology. On TSMC's N2P process, Synopsys achieved key IP enablement and tape-out milestones for AI and HPC designs including PCIe 7.0, HBM4, LPDDR6/5X/5, 224G Ethernet PHY, UCIe, OTP, and advanced SLM process, voltage, and temperature monitoring IP, and recently completed 64G UCIe IP tape-outs on both 2nm and 3nm process nodes.
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Semiconductors › EDA & Semiconductor IP ▲Technology
Artificial Intelligence › EDA & Semiconductor IP ▲Technology
Semiconductors › Foundry & Contract Fabrication ▲Technology
Artificial Intelligence › Foundry & Advanced Packaging ▲Technology
Artificial Intelligence › AI Compute & Accelerator Silicon Technology
Semiconductors › Advanced Packaging & Test (OSAT) ▲Technology
Artificial Intelligence › HBM & AI Memory ▲Technology
Artificial Intelligence › Agentic AI & Autonomous Workflows Technology
SNPS · Technology · Positive Synopsys announced expanded TSMC collaborations spanning A14 certification, agentic AI workflows, CoWoS 3DIC support, and N2P IP tape-out milestones.
2330.TW · Technology · Positive TSMC's A14, N2P, CoWoS, and COUPE technologies gain design-enablement and IP ecosystem support from Synopsys.
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PR Newswire·11dRead more →
United StatesTaiwanJapan
Foundry & Contract Fabrication▲2

Intel Can Fill Only Half of CPU Orders, CEO Lip-Bu Tan Says

Intel Corporation can supply only about half of the processor demand its customers are asking for, chief executive Lip-Bu Tan said at Splunk's .conf26 conference in Denver this month, adding that other chief executives have called him asking for more chips and that he has had to apologize. The company has pointed to constraints across leading-edge wafers, memory and substrates, and its latest quarterly report lists industry-wide substrate and memory shortages among the risks to its supply chain. In May of this year, Tan said Intel had asked customers adopting its advanced packaging to help prepay Taiwanese and Japanese suppliers to secure capacity, with four suppliers in Taiwan and two in Japan seeking upfront commitments. Intel's second quarter revenue reached $16.1 billion, comfortably above the midpoint of its own guidance, and the stock rose 12% on September 21 in a broad rally across chip stocks. The number to watch when Intel reports in October is whether shipments actually rise, because that is the only place the unmet demand can show up as revenue.
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Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Semiconductors › Memory — DRAM, NAND & HBM ▲Supply
Semiconductors › Foundry & Contract Fabrication ▲Supply
Semiconductors › Advanced Packaging & Test (OSAT) ▲Supply
INTC · Demand · Positive Intel can only fill about half of customer CPU orders, with CEOs calling for more chips, indicating strong unmet demand for its processors.
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Insider Monkey·11dRead more →
ChinaUnited States
Foundry & Contract Fabrication2

Citi Raises Alibaba Capex Forecasts, Keeps $190 Target and Buy Rating

Citi has raised its spending assumptions for Alibaba and maintained its $190 price target and Buy rating on the stock, according to an article first reported by GuruFocus. The bank's updated forecasts follow Alibaba's push to expand data-center capacity to more than 20 gigawatts by 2032. For fiscal 2027 through fiscal 2029, Citi now projects capital expenditures of 258 billion yuan, 283 billion yuan and 282 billion yuan, respectively, reflecting the expected cost of building out computing infrastructure to support Alibaba's growing AI operations. Citi analyst Alicia Yap estimates Alibaba's external AI cloud revenue could reach $168 billion by fiscal 2033, a forecast implying a 40% compound annual growth rate from fiscal 2026 and dependent on continued expansion of AI computing capacity. Alibaba has also introduced the Zhenwu V900 accelerator and outlined plans for much larger AI models, with Reuters reporting the new accelerator is expected to enter mass production in early 2027.
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Cloud & Digital Infrastructure › Hyperscale Cloud (IaaS / PaaS) ▲Demand
Cloud & Digital Infrastructure › Mega-cap Hyperscalers ▲Demand
Artificial Intelligence › AI Compute Cloud & Neoclouds ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon Competition
Artificial Intelligence › AI Server OEM & System Integration Demand
Semiconductors › Foundry & Contract Fabrication Demand
Cloud & Digital Infrastructure › Telecom Towers, Fiber & Colocation ▲Demand
Artificial Intelligence › Custom Silicon / ASIC Competition
9988.HK · Capital · Positive Citi maintained its $190 price target and Buy rating while raising capex forecasts tied to Alibaba's AI data-center buildout.
9988.HK · Technology · Positive Alibaba introduced the Zhenwu V900 accelerator and outlined plans for much larger AI models, with mass production expected in early 2027.
C · Capital · Positive Citi's raised Alibaba capex forecasts and maintained $190 Buy rating reflect its analyst coverage franchise; the news is about Citi's research call.
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GuruFocus·11dRead more →
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Foundry & Contract Fabrication▲

Stifel Reiterates Buy and $350 Target on Marvell After ECOC Meeting

Stifel reiterated a Buy rating and a $350 price target on Marvell Technology after meeting with executives at the ECOC 2026 optical communications conference in Malaga, Spain. Marvell told the firm it expects to sample 2nm products at the end of 2026, with production ramping in the second half of 2027 across PAM4 and coherent and coherent-lite modulation. Management argued that securing 2nm capacity, not just access to the node, is what sets it apart, and Stifel flagged pluggable optical modules as potentially underappreciated, with unit volume expectations rising across scale-up, scale-out and scale-across networks. Separately, Marvell has expanded its silicon-germanium capacity with GlobalFoundries to support its lead in transimpedance amplifiers, and management sees its XPU Attach business, the components that connect to custom AI processors, as a potentially bigger opportunity than the processor market itself, a case it may lay out at its October 6 Investor Day. Marvell shares were down 0.58% in premarket.
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Semiconductors › Logic, Compute & Connectivity Processors ▲Technology
Artificial Intelligence › Custom Silicon / ASIC ▲Technology
Artificial Intelligence › Optical Interconnect & DCI ▲Demand
Semiconductors › Foundry & Contract Fabrication ▲Demand
Semiconductors › Analog, Power & Discrete ▲Demand
Artificial Intelligence › Foundry & Advanced Packaging ▲Supply
Artificial Intelligence › EDA & Semiconductor IP ▲Technology
MRVL · Capital · Positive Stifel reiterated a Buy rating and $350 price target on Marvell after the ECOC meeting.
MRVL · Technology · Positive Marvell said it expects to sample 2nm products at end-2026 with production ramping in H2 2027 across PAM4 and coherent modulation.
GFS · Demand · Positive Marvell expanded its silicon-germanium capacity with GlobalFoundries to support its transimpedance amplifier lead, a concrete capacity/order development for GF.
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GuruFocus·11dRead more →
TaiwanUnited States
Foundry & Contract Fabrication▲impact 4

TSMC Sees Strong Customer Interest in A14 Process Ahead of 2028 Volume Production

Taiwan Semiconductor Manufacturing Company, or TSMC, is seeing strong customer interest in its next-generation A14 process technology well ahead of volume production, with customer tape-outs already underway and running ahead of schedule, management said during the second-quarter 2026 earnings call. A14 is TSMC's second-generation nanosheet transistor technology, designed to deliver 10% to 15% higher performance at the same power or 25% to 30% lower power at the same speed compared with the 2-Nanometer technology, along with nearly 20% higher chip density. TSMC said an internal product-like vehicle has demonstrated close to 90% device performance, while a 256-megabit SRAM achieved nearly 90% yield, and the company expects A14 to enter pre-production in 2027 followed by volume production in 2028. TSMC also introduced A13 and A12 as extensions of the A14 family, with A13 designed to achieve more than 6% die area savings through a 97% optical shrink and A12 expected to bring superpower rail technology to the A14 platform, both slated for volume production in 2029. Separately, Micron announced a successful demonstration of the world's first 512GB DDR5 module on multiple server platforms, with AMD and Intel actively validating the module, and ON Semiconductor unveiled its Embedded Power Platform, a scalable architecture that uses the silicon wafer itself as the foundation of the package.
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Semiconductors › Foundry & Contract Fabrication ▲Technology
Artificial Intelligence › Foundry & Advanced Packaging ▲Technology
Artificial Intelligence › AI Compute & Accelerator Silicon ▲Technology
Semiconductors › Memory — DRAM, NAND & HBM ▲Technology
Artificial Intelligence › HBM & AI Memory ▲Technology
Semiconductors › Analog, Power & Discrete ▲Technology
Semiconductors › Logic, Compute & Connectivity Processors ▲Technology
2330.TW · Demand · Positive TSMC reported strong customer interest and tape-outs running ahead of schedule for its next-generation A14 process.
MU · Technology · Positive Micron demonstrated the world's first 512GB DDR5 module on multiple server platforms, a product technology milestone.
ON · Technology · Positive ON Semiconductor unveiled its Embedded Power Platform, a new scalable architecture using the silicon wafer as the package foundation.
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Zacks Investment Research·11dRead more →
United StatesSouth Korea
Foundry & Contract Fabrication10

SK Hynix Weighs First US Memory Production at Intel's Ohio Site

SK Hynix is exploring what would be its first-ever memory chip manufacturing in the United States, holding talks with Intel Corporation about leasing part of Intel's long-delayed Ohio complex or forming a venture involving Intel and large cloud customers, Reuters reported on September 16, though SK Hynix said no specific plan has been finalized. Intel has committed enormous capital to Ohio, with the broader project potentially reaching around $100 billion over time, and delays have pushed planned production into the next decade, so a tenant or joint-venture partner could help Intel share the financial burden of the buildout. The talks matter for Micron Technology, Inc. because one of its strongest strategic advantages is being the major U.S.-based memory producer while AI has made DRAM and HBM increasingly scarce, and a successful SK Hynix move could eventually erode part of that U.S.-supply differentiation by giving U.S. cloud companies another potential domestic supplier. Hedge fund holdings rose for both chipmakers in the second quarter, with 138 funds holding Intel, up from 112 in the first quarter, and 184 funds holding Micron, up from 154, while Intel had about 152.2 million shares sold short as of August 31, roughly 3% of public float and 1.7 days to cover. The talks do not rescue Intel's foundry strategy or weaken Micron overnight, but they show memory manufacturing becoming strategic enough that SK Hynix is considering advanced capacity on American soil.
About megatrends
Artificial Intelligence › HBM & AI Memory Supply
Semiconductors › Memory — DRAM, NAND & HBM Supply
Semiconductors › Foundry & Contract Fabrication Capital
000660.KO · Capital · Neutral SK Hynix is exploring its first US memory manufacturing via talks with Intel, but no specific plan has been finalized.
INTC · Capital · Positive SK Hynix is in talks to lease part of Intel's Ohio complex or form a venture, which could help Intel share the financial burden of its ~$100B buildout.
MU · Competition · Negative A successful SK Hynix US memory move could erode Micron's strategic advantage as the major U.S.-based memory producer by giving cloud customers another domestic supplier.
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Insider Monkey·11dRead more →
United StatesChinaJapanUnited KingdomKazakhstanUzbekistanSingaporeBangladesh
Foundry & Contract Fabricationimpact 4

US and China Vie for AI Dominance as Pax Silica and WAICO Reach a Fork in the Road

The United States and China are competing for dominance in the race to spread artificial intelligence, accelerating their efforts to build self-centered "AI economic spheres." Late last year, the United States launched Pax Silica, an initiative to build secure supply chains for AI, semiconductors, and critical minerals, and the number of signatory countries and regions, centered on allies and friendly nations such as Japan and the United Kingdom, has grown to 25. In July of this year, China also established the World AI Cooperation Organization, or WAICO, with 29 countries to extend cheap AI models and communications infrastructure across the Global South. Dubbed an "AI version of the Belt and Road," it now has 38 participating countries. The US State Department was reported to have drafted a document asking Pax Silica signatories not to join WAICO, pressuring them to take a loyalty test, but Kazakhstan has joined both, and Uzbekistan, Singapore, and Bangladesh are also exploring "dual participation." The US-China summit on the 24th is likely to be a venue for gauging the future of cooperation and division over AI.
About megatrends
Artificial Intelligence › Foundation Models & Research Labs Geopolitics
Defense & Geopolitical Fragmentation › Sovereign Supply — Minerals & Reshoring Industrials ▲Geopolitics
Defense & Geopolitical Fragmentation › Sovereign Critical Minerals & Magnets ▲Geopolitics
Artificial Intelligence › Open-Weight Model Developers ▲Geopolitics
Critical Materials & Supply Chain › Rare Earths & Permanent Magnets Geopolitics
Artificial Intelligence › AI Compute & Accelerator Silicon Geopolitics
Critical Materials & Supply Chain › Semiconductor Materials Geopolitics
Artificial Intelligence › Foundry & Advanced Packaging Geopolitics
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Jiji Press·12dRead more →
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Foundry & Contract Fabrication3

Intel Rises 0.5% as Meta's Muse Agent Revives Server CPU Thesis

Intel shares gained approximately 0.5% to $122.46 as Meta's Muse agent revived the case for server CPUs in an AI market dominated by accelerators. The Muse agent runs through its own virtual computer and can keep working on longer tasks even after a user exits the application, creating demand for general-purpose compute around the model itself. Intel is trying to capture that layer as its business rebounds, with second-quarter revenue rising 25% to $16.1 billion and the company rolling out its Xeon 6+ server processor built on Intel 18A. Still, Muse is evidence of a potentially expanding workload, not evidence of an Intel design win, and Intel now trades 281.26% above its $32.12 GF Value estimate. The real payoff comes only if autonomous agents drive incremental server deployments and Intel wins enough of that spending at attractive margins, making Xeon availability, power efficiency, hyperscaler adoption and Intel 18A execution the numbers investors should watch.
About megatrends
Semiconductors › Logic, Compute & Connectivity Processors ▲Demand
Artificial Intelligence › AI Compute & Accelerator Silicon Demand
Semiconductors › Foundry & Contract Fabrication Demand
Artificial Intelligence › Foundation Models & Research Labs Technology
INTC · Demand · Positive Meta's Muse agent revives the server CPU thesis, creating potential incremental demand for Intel's Xeon general-purpose compute layer.
INTC · Capital · Positive Intel's Q2 revenue rose 25% to $16.1 billion as its business rebounds.
META · Technology · Neutral Meta's Muse agent is the subject driving the server CPU narrative, but the article does not assess impact on Meta itself.
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GuruFocus·12dRead more →