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U.S. chip startups have raised $881.4 million through the end of August, according to PitchBook data. Nvidia has "indirectly" contributed to overall AI chip fundraising woes, because investors want "Home run only type investments with a huge investment, huge return," Mythic CEO Dave Rick said. About two years ago, new investments in chip startups were often $200 million or $300 million. At least two AI chip startups have overcome investor reluctance by trumpeting potential customers or their relationships with well-known executives. While these chip makers in Nvidia's shadow struggle, startups in AI software and related technologies do not face the same constraints.
Persons: Ann Wang, Nvidia’s, Greg Reichow, Dave Rick, Rick, Rivos, Brendan Burke, Tenstorrent, Jim Keller, Max A, Kenneth Li, Cynthia Osterman Organizations: REUTERS, Nvidia, Eclipse Ventures, Apple, Devices, Microsoft, AMD, Intel, Thomson Locations: Taipei, Taiwan, Santa Clara , California, U.S, San Francisco
Weak mobile demand during a global economic slowdown has caused Arm's revenue to stagnate. The future growth driver is to expand market share in the Windows PC market," said Ryuta Makino, a research analyst at Gabelli Funds. ARM China has a history of late payments and presents "significant risks" to Arm's business, the company's IPO filing said. Arm said in the filing that it was owed $386.9 million by Arm China as of the end of March. Arm's chief financial officer has told investors during the marketing of the IPO that the company was not concerned about being paid back.
Persons: Dado Ruvic, Rene Haas, Ryuta Makino, Arm, Echo Wang, Svea, Bayliss, Max Cherney, Greg Roumeliotis, Richard Chang Organizations: REUTERS, Arm Holdings, stagnate, Vision Fund, Apple Inc, Nvidia Corp, Inc, Apple, Windows, Gabelli, Sales, ARM, Arm, Svea Herbst, Thomson Locations: China, United States, Arm China, ARM China, New York, San Francisco
Nvidia's (NVDA.O) dominant position in the AI chip market due to a powerful combination of hardware and software has scared off potential investors in some startups, according to sources Reuters interviewed. "This is capital that understands what it takes to build a semiconductor business," CEO Sid Sheth told Reuters. The company designs the chips with digital "in-memory compute" that enables AI computer code to run more efficiently. The company's chip technology uses less energy to crunch data required to spit out generative AI responses, and is optimized for such tasks. Microsoft has committed to evaluating the chip for its own use when it launches next year, Sheth told Reuters.
Persons: Dado Ruvic, Sid Sheth, Santa Clara, Sheth, Sasha Ostojic, Max A, Stephen Coates Organizations: REUTERS, Microsoft Corp, Reuters, Nvidia, Temasek, Palo, Playground Global, Microsoft, Thomson Locations: Singapore, Palo Alto , California, Santa, San Francisco
The difficulty of this achievement also shows the resilience of the country’s chip technological ability," TechInsights analyst Dan Hutcheson said. EUV refers to extreme ultraviolet lithography and is used to make 7 nm or more advanced chips. LIMITED ACHIEVEMENTThe most advanced chip SMIC had previously been known for making was 14nm, as it was barred by Washington in late 2020 from obtaining an EUV machine from Dutch firm ASML (ASML.AS). But TechInsights last year said it believed SMIC had managed to produce 7 nm chips by tweaking simpler DUV machines it could still purchase freely from ASML. Jefferies analysts reckon Huawei is preparing to ship ten million units of the Mate 60 Pro, though it may struggle to support that quantity with China-made 7 nm chips.
Persons: Gina Raimondo's, chipmaker SMIC, Dan Hutcheson, EUV, Jefferies, TechInsights, SMIC, Tilly Zhang, Dragonomics, Zhang, Doug Fuller, David Kirton, Max Cherney, Brenda Goh, Miyoung Kim, Nick Zieminski Organizations: FRANCISCO, Huawei Technologies, U.S, Huawei, U.S . Commerce, Kirin, HK, U.S . Commerce Department's, of Industry, Security, China, U.S . Department of Commerce, China's State Council, Reuters, Copenhagen Business School, Thomson Locations: SHENZHEN, China, California, Washington, Ottawa, U.S, China's, Netherlands
Teardown of Huawei's new phone shows China's chip breakthrough
  + stars: | 2023-09-04 | by ( ) www.reuters.com   time to read: +2 min
[1/2] A staff member introduces the new Huawei Mate 60 smartphone to customers at the Huawei flagship store in Shenzhen, Guangdong province, China August 30, 2023. Huawei's Mate 60 Pro is powered by a new Kirin 9000s chip that was made in China by Semiconductor Manufacturing International Corp (SMIC), TechInsights said in the report shared with Reuters on Monday. Huawei started selling its Mate 60 Pro phone last week. The specifications provided advertised its ability to make satellite calls, but offered no information on the power of the chipset inside. Buyers of the phone in China have been posting tear-down videos and sharing speed tests on social media that suggest the Mate 60 Pro is capable of download speeds exceeding those of top line 5G phones.
Persons: David Kirton, Huawei's, TechInsights, Gina Raimondo, Dan Hutcheson, " Raimondo, Shivani Tanna, Max A, Sandra Maler Cherney, Shilpi Majumdar Organizations: Huawei, REUTERS, Huawei Technologies, HK, Semiconductor Manufacturing International Corp, Reuters, Bloomberg News, SMIC, U.S . Commerce, Thomson Locations: Shenzhen, Guangdong province, China, Kirin, U.S, SMIC, Bengaluru, Max, San Francisco
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Persons: Dow Jones
A staff member introduces the new Huawei Mate 60 smartphone to customers at the Huawei flagship store in Shenzhen, Guangdong province, China August 30, 2023. The U.S. and some European countries have called Huawei a security risk, which the company denies. IS THE MATE PRO 60 A 5G PHONE? Huawei has kept mum, only saying that the smartphone is the "most powerful Mate model ever". Several Huawei staff said the phone's launch had taken them by surprise, with its official release initially scheduled for Sept. 12.
Persons: David Kirton, Dan Hutcheson, Hutcheson, Gina Raimondo, Nicole Peng, Mo Yelin, Max Cherney, Robert Birsel Organizations: Huawei, REUTERS, Rights, Huawei Technologies, U.S, Apple, Samsung, Reuters, China's Semiconductor Manufacturing International, HK, Global Times, . Commerce, ., Thomson Locations: Shenzhen, Guangdong province, China, Rights SHENZHEN, U.S, Kirin, SMIC, Weibo, Mo, Beijing, San Francisco
The U.S. Commerce Department, which normally administers new licensing requirements on exports, did not immediately return a request for comment. Last September AMD said it had received new license requirements that would halt exports of its MI250 artificial-intelligence chips to China. Nvidia, AMD and Intel (INTC.O) have since then all disclosed plans to create less powerful AI chips that can be exported to the Chinese market. Nvidia this week did not specify which countries in the Middle East were affected. About 13.9% of sales came from all other countries combined, and Nvidia does not provide a revenue breakout from the Middle East.
Persons: Dado Ruvic, Biden, Jasper Ward, Ismail Shakil, Stephen Nellis, Max Cherney, Abinaya, Chris Sanders, Nick Zieminski, Matthew Lewis, Lincoln Organizations: NVIDIA, REUTERS, Nvidia, Devices, AMD, U.S, U.S . Commerce Department, Intel, USG, ., Thomson Locations: U.S, China, United States, Taiwan, Japan, Netherlands, Washington, Ottawa, San Francisco, Bengaluru
Startup Cerebras System's new AI supercomputer Andromeda is seen at a data center in Santa Clara, California, U.S. October 2022. Rebecca Lewington/Cerebras Systems/Handout via REUTERS/File Photo Acquire Licensing RightsAug 30 (Reuters) - A group of engineers, researchers and a Silicon Valley-based chip company collaborated to release advanced Arabic language software that can power generative AI applications. The new large language model called Jais contains 13 billion parameters that was made from a big batch of data combining Arabic and English, a portion of which is from computer code. The new language model was created with the help of supercomputers produced by the Silicon Valley-based Cerebras Systems, which designs dinner plate-sized chips that compete with Nvidia's (NVDA.O) powerful AI hardware. The group trained the Jais model on a Cerebras' supercomputer called a Condor Galaxy.
Persons: Rebecca Lewington, Cerebras, Mohamed bin, Timothy Baldwin, Baldwin, Max A, Josie Kao Organizations: Cerebras, REUTERS, Systems, United Arab Emirates, University of Artificial Intelligence, Reuters, Condor Galaxy, Thomson Locations: Santa Clara , California, U.S, University, Abu Dhabi, San Francisco
Google unveils enterprise AI tools, new AI chip
  + stars: | 2023-08-29 | by ( Max A. Cherney | ) www.reuters.com   time to read: +3 min
Google logo and AI Artificial Intelligence words are seen in this illustration taken, May 4, 2023. But its big business customers need to be deliberate and move at a different pace, Google Cloud chief Thomas Kurian said in an interview with Reuters. The AI infrastructure includes deals to bring Google Cloud customers access to Meta Platforms' (META.O) AI model LLaMa 2, and to the startup Anthropic's Claude 2. Google also rolled out AI updates to its suite of office software and security tools. Cloud customers can connect several pods together in order to tackle more complex computing problems.
Persons: Dado Ruvic, Estee Lauder, Thomas Kurian, We've, Max A, Matthew Lewis Organizations: REUTERS, FRANCISCO, Google, General Motors, Estee Lauder Companies, Microsoft, Reuters, Oracle, Thomson Locations: San Francisco
The logo of Nvidia Corporation is seen during the annual Computex computer exhibition in Taipei, Taiwan May 30, 2017. Nvidia's stock price, though, has more than tripled this year and was set to hit an all-time high after Wednesday's results. The company has a near-monopoly on the computing systems used to power services like ChatGPT, OpenAI's blockbuster generative AI chatbot. Huang declined to comment on whether the AI boom will last past next year. The company said the biggest sales driver this quarter was its HGX system, which is an entire computer built around Nvidia's chip.
Persons: Tyrone Siu, Huang, Jensen Huang, quashing, Kinngai Chan, Chan, Dylan Patel, SemiAnalysis, Patel, We're, Stephen Nellis, Max Cherney, Chavi Mehta, Sonali Paul Organizations: Nvidia Corporation, REUTERS, Nvidia, Reuters, Microsoft, Summit, Thomson Locations: Taipei, Taiwan, OpenAI, San Francisco
Virtually all of that revenue comes from Arm China, an independent entity that has the exclusive rights to distribute Arm's technology in the country. That makes Arm China, not better-known names like Apple (AAPL.O) or Qualcomm (QCOM.O), Arm's largest customer. And this customer has a history of late payments and presents "significant risks" to Arm's business, according to its filing. HISTORY OF LATE PAYMENTSArm said in its filings that "in the past, we have received late payments from Arm China and have had to expend company resources to obtain payments from Arm China." In its filing, it said cash from operating activities increased by $281 million in its most recent fiscal year, driven mostly by $713 million in collections from Arm China, though that was partly offset by cash owed to Arm China.
Persons: Dado Ruvic, SoftBank, Allen Wu, Wu, Stewart Randall, Yelin, Max A, Cherney, Stephen Nellis, Matthew Lewis Organizations: REUTERS, Arm Holdings, U.S, Softbank Group Corp, Apple, Qualcomm, SoftBank, Arm Technology, Co, Hopu Investments, Chief, longtime, Hopu Investment, Arm, San, Thomson Locations: China, Arm China, U.S, Shanghai, Yelin Mo, Beijing, San Francisco
Arm is hoping for a valuation of up to $70 billion in the IPO, which will launch on the Nasdaq next month. Arm and its owner SoftBank Group (9984.T) have set aside 10% of the shares to be sold in the IPO for its clients, the sources said. Its close relationship with Arm has helped it design chips that curbed its reliance on Intel as a supplier. Many technology companies that seek to make their own chips using Arm's designs turn to TSMC for its low-cost manufacturing. None of these companies' investments in Arm's IPO are certain.
Persons: Dado Ruvic, Jack Gold, SoftBank, Apple spokespeople, Jay Lee, Masayoshi Son, Son, TSMC, Dylan Patel, Milana Vinn, Stephen Nellis, Max Cherney, Greg Roumeliotis, Matthew Lewis Organizations: REUTERS, FRANCISCO, Arm Holdings, Apple, Intel, Nvidia, Microsoft, Samsung Electronics, Reuters, Nasdaq, Gold Associates, SoftBank, Devices Inc, APPLE, SAMSUNG, Samsung, MICROSOFT, Devices, Vision Fund, Thomson Locations: Switzerland, Japan, New York, San Francisco
Arm's stock market launch is expected to bring back to life a lackluster IPO market, which has over the last year seen several high-profile startups postpone their listing plans due to market volatility. Arm said that more than 50% of its royalty revenue for the most recent fiscal year came from smartphones and consumer electronics. The company, whose chip technology powers most smartphones including iPhones, did not reveal the number of shares it is planning to sell and the valuation it will seek. Arm makes money from upfront licensing fees for technology and then a royalty paid on each chip sold by Arm's customers. Arm's chip designs dominate the smartphone industry, but they are also used in laptops made by Apple (AAPL.O) and some Windows machines.
Persons: Dado Ruvic, SoftBank, Arm, Goldman Sachs, JPMorgan Chase, Manya Saini, Jaiveer, Stephen Nellis, Max Cherney, Echo Wang, Anirban Sen, Stephen Coates Organizations: REUTERS, Arm Holdings, Research, Reuters, Vision Fund, SECOND, Acorn Computers, Apple Inc, Apple Computer, VLSI Technology, London Stock Exchange, Nasdaq, Nvidia Corp, Apple, Nvidia, U.S, Barclays Plc, JPMorgan, Mizuho Financial Group, underwriters, Thomson Locations: U.S, Saudi, China, Arm China, Bengaluru, San Francisco, New York
REUTERS/Dado Ruvic/Illustration/file photo Acquire Licensing RightsAug 17 (Reuters) - Semiconductor equipment maker Applied Materials (AMAT.O) on Thursday forecast its fourth-quarter profit would be substantially higher than analyst estimates, as chip demand picks up and governments spend billions on subsidies. Applied reported third-quarter revenue of $6.43 billion, beating analysts' average estimate of $6.16 billion, according to Refinitiv data. Applied finance chief Brice Hill said that despite overall lower chip equipment spending this year, the company's services business would continue to grow. For its company's semiconductor systems unit, which supplies gear to chip makers, third-quarter revenue slipped roughly 1% to $4.68 billion. Samsung Electronics (005930.KS), Taiwan Semiconductor Manufacturing Co (2330.TW), and Intel Corp (INTC.O) use the company's advanced chip production tools.
Persons: Dado Ruvic, Gary Dickerson, Brice Hill, Jaspreet Singh, Max A, Shinjini Ganguli, David Gregorio, Jamie Freed Organizations: REUTERS, Semiconductor, Applied, Lam Research, KLA, Samsung Electronics, Taiwan Semiconductor Manufacturing, Intel Corp, Thomson Locations: Santa Clara , California, China, Bengaluru, Max, San Francisco
Tower Semiconductor is seen on smartphone in front of displayed Intel logo in this illustration taken, February 15, 2022. Last year, DuPont De Nemours Inc (DD.N) scrapped its $5.2 billion deal to buy electronics materials maker Rogers Corp (ROG.N) after delays in securing approval from Chinese regulators. But Gelsinger also said Intel was investing in its foundry business, which makes chips for other companies, irrespective of the Tower deal. Investors had given up hope on the Tower deal as a result. It has committed to trimming $3 billion in costs this year, with an aim of saving between $8 billion and $10 billion by the end of 2025.
Persons: Dado Ruvic, Pat Gelsinger, Gelsinger, Benjamin Netanyahu, Anirban Sen, Max Cherney, Jamie Freed Organizations: Semiconductor, REUTERS, Intel Corp, chipmaker, Intel, State Administration, Market, DuPont De Nemours Inc, Rogers Corp, Investors, Nasdaq, Taiwan Semiconductor Manufacturing, Thomson Locations: China, United States, Taiwan, Israel, New York, San Francisco
3D printed clouds and figurines are seen in front of the Google Cloud service logo in this illustration taken February 8, 2022. REUTERS/Dado Ruvic/Illustration Acquire Licensing RightsAug 16 (Reuters) - A scientist at Harvard used Google's cloud platform to clone a supercomputer for a heart disease study, in a novel move that other researchers could follow to get around a shortage of powerful computing resources and speed up their work. But cloud computing operations aren't designed to handle the demands researchers have. They are designed for millions of individual, relatively small computing tasks - things such as streaming video, serving webpages or database access. Modifying cloud infrastructure to behave like a supercomputer requires changes in the software, networking and physical design of the hardware, Magro said.
Persons: Dado Ruvic, Petros Koumoutsakos, Koumoutsakos, Costas Bekas, Bill Magro, Magro, Max A, Sonali Paul Organizations: Google, REUTERS, Harvard, Citadel Securities, Citadel, Inc, Thomson Locations: U.S, San Francisco
REUTERS/Dado Ruvic/Illustration/File PhotoAug 14 (Reuters) - Chip design tools maker Synopsys (SNPS.O) has signed a deal to bring its technical building blocks to the advanced contract manufacturing Intel (INTC.O) offers, the companies said on Monday. The two companies said Synopsys would offer a portfolio of designs that will work with Intel's advanced manufacturing capabilities Intel 3, and Intel 18A. Intel and Synopsys said that there was a framework in place for making the intellectual property available on future manufacturing processes. The partnership between Intel and Synopsys important step for Intel Foundry Services (IFS), its contract manufacturing business, to become a viable alternative to Taiwan Semiconductor Manufacturing Co Ltd (2330.TW) or Samsung Electronics Co Ltd (005930.KS). Intel launched IFS in 2021, and it reported revenue of $232 million in the second quarter of this year.
Persons: Dado Ruvic, Synopsys, Steve Leibson, Max A, Marguerita Choy Organizations: REUTERS, Intel, Intel Foundry Services, Taiwan Semiconductor Manufacturing Co, Samsung Electronics Co, Tirias Research, Thomson Locations: San Francisco
The order is aimed at preventing American capital and expertise from helping China develop technologies that could support its military modernization and undermine U.S. national security. China said on Thursday it is "gravely concerned" about the order and that it reserves the right to take measures. The White House said Biden consulted allies on the plan and incorporated feedback from Group of Seven nations. "Today the United States is taking a strategic first step to ensure American investment does not go to fund Chinese military advancement." Last year, total U.S.-based venture-capital investment in China plummeted to $9.7 billion from $32.9 billion in 2021, according to PitchBook data.
Persons: Joe Biden, Elizabeth Frantz, Biden's, Biden, Chuck Schumer, Marco Rubio, Emily Benson, David Shepardson, Andrea Shalal, Stephen Nellis, Max Cherney, Krystal Hu, Karen Freifeld, Idrees Ali, Liz Lee, Lincoln, Jonathan Oatis, Cynthia Osterman, Michael Perry Organizations: White, REUTERS, Wednesday, U.S, Treasury, Biden, Chinese Commerce Ministry, Seven, Democratic, Republicans, REPUBLICAN, The Semiconductor Industry Association, Center for Strategic, International Studies, Thomson Locations: Washington , U.S, WASHINGTON, China, U.S, Japan, Netherlands, United States, Washington, Beijing
The order is aimed at preventing American capital and expertise from helping China develop technologies that could support its military modernization and undermine U.S. national security. The White House said Biden consulted allies on the plan and incorporated feedback from Group of Seven nations. "Today the United States is taking a strategic first step to ensure American investment does not go to fund Chinese military advancement." Last year, total U.S.-based venture-capital investment in China plummeted to $9.7 billion from $32.9 billion in 2021, according to PitchBook data. The restrictions will hurt both Chinese and American businesses, interfere with normal cooperation and reduce investor confidence in the U.S., he said.
Persons: Joe Biden, Elizabeth Frantz, Biden, Chuck Schumer, Marco Rubio, Emily Benson, David Shepardson, Andrea Shalal, Stephen Nellis, Max Cherney, Krystal Hu, Karen Freifeld, Idrees Ali, Lincoln, Jonathan Oatis, Cynthia Osterman Organizations: White, REUTERS, Wednesday, U.S, Treasury, Biden, Seven, Democratic, Republicans, REPUBLICAN, The Semiconductor Industry Association, Center for Strategic, International Studies, Thomson Locations: Washington , U.S, WASHINGTON, China, U.S, Japan, Netherlands, United States, Washington
Nvidia launches new AI chip configuration
  + stars: | 2023-08-08 | by ( Max A. Cherney | ) www.reuters.com   time to read: +2 min
REUTERS/Robert Galbraith/File PhotoAug 8 (Reuters) - Nvidia (NVDA.O) announced a new configuration on Tuesday for its advanced artificial intelligence chips that is designed to speed generative AI applications. The configuration is optimized to perform AI inference functions that effectively power generative AI applications such as ChatGPT. Nvidia's Grace Hopper Superchip design stitches together one of the company's H100 graphics processing units (GPU) with an Nvidia-designed central processor. The underlying AI models that power the generative AI apps that are capable of producing human-like text and images continue to grow in size. Nvidia plans to sell two flavors: a version that includes two chips that customers can integrate into systems, and a complete server system that combines two Grace Hopper designs.
Persons: Robert Galbraith, Grace Hopper Superchip, Ian Buck, Nvidia's Grace Hopper, Buck, Grace Hopper, Max A, Marguerita Choy Organizations: Nvidia, REUTERS, Thomson Locations: Santa Clara , California, San Francisco
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Persons: Dow Jones
REUTERS/Dado Ruvic/IllustrationAug 2 (Reuters) - Qualcomm (QCOM.O) forecast fourth-quarter sales below market expectations on Wednesday and said it would likely cut jobs as consumer spending on gadgets like smartphones remained stubbornly weak amid slowing global economic growth. The company estimated fourth-quarter revenue of $8.1 billion to $8.9 billion, while analysts polled by Refinitiv expected $8.70 billion. Qualcomm forecast a fourth-quarter adjusted earnings range with a midpoint of $1.90, in line with analysts' consensus estimate of $1.91 per share according to Refinitiv data. It forecast adjusted fourth-quarter earnings per share of $1.80 and $2, compared to estimates of $1.91. The automotive sector was a bright spot as Qualcomm seeks to diversify beyond smartphone chips.
Persons: Dado Ruvic, Akash Palkhiwala, Palkhiwala, Refinitiv, Cristiano Amon, MediaTek, Apple, Bob Bruggeworth, NXP, Amon, Kinngai Chan, Chavi Mehta, Cherney, Stephen Nellis, Arun Koyyur, Richard Chang Organizations: Qualcomm, REUTERS, Huawei, Philadelphia, Semiconductor, SOX, Apple, Summit, U.S, Thomson Locations: San Diego , California, China, U.S, Bengaluru, San Francisco
Advanced chip packaging is a crucial technology that squeezes the most horsepower from the latest chip designs, and is crucial to chip contract manufacturers vying for business. The data from LexisNexis, released last month, indicates that TSMC and Samsung have steadily invested in advanced packaging technology for years, as Intel did not keep pace with its own filings. Packaging technology enabled the industry to stitch together several chips called "chiplets" - either stacked or adjacent to one another - within the same container. Samsung has been investing in advanced packaging for years but the South Korean chip giant established a dedicated team to pursue advanced packaging in December 2022, Moonsoo Kang, the unit's chief, said in a statement. Intel disputed the idea that the size of TSMC's patent portfolio indicated that it had developed more advanced technology.
Persons: Dado Ruvic, TSMC, , Marco Richter, Moonsoo Kang, Benjamin Ostapuk, Max A, Matthew Lewis Organizations: Taiwan Semiconductor Manufacturing, REUTERS, Reuters, Samsung Electronics, Intel, LexisNexis, Samsung, Devices, Thomson Locations: San Francisco
KLA expects first-quarter revenue above estimates on AI boom
  + stars: | 2023-07-27 | by ( ) www.reuters.com   time to read: +2 min
July 27 (Reuters) - Chip-making tools maker KLA Corp (KLAC.O) forecast first-quarter revenue and profit above Wall Street estimates on Thursday, boosted by higher investments in artificial intelligence (AI), sending its shares up nearly 3% after the bell. KLA makes tools for inspecting the silicon wafer discs, on which semiconductors are built, for defects. The company, forecast first-quarter adjusted profit of $5.35 per share, plus or minus 60 cents. In the quarter ended June 30, revenue came in at $2.36 bln while adjusted profit was $5.40 per share. That compared with analysts' estimate for revenue of $2.26 bln and adjusted profit of $4.85.
Persons: OpenAI's ChatGPT, Bren Higgins, Akash Sriram, Akshita Toshniwal, Tanya Jain, Max A, Arun Koyyur, Cynthia Osterman Organizations: KLA Corp, Wall, Companies, Intel, Samsung, Texas Instruments, Micron, North, Thomson Locations: China, United States, Taiwan, North America, Bengaluru, San Francisco
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