TSMC today unveiled its newest semiconductor process, advanced packaging, and 3D IC technologies for powering the next generation of AI innovations with silicon leadership at the Company's 2024 North America Technology Symposium. TSMC debuted the TSMC A16 technology, featuring leading nanosheet transistors with innovative backside power rail solution for production in 2026, bringing greatly improved logic density and performance. TSMC also introduced its System-on-Wafer (TSMC-SoW) technology, an innovative solution to bring revolutionary performance to the wafer level in addressing the future AI requirements for hyperscaler datacenters.

This year marks the 30th anniversary of TSMC's North America Technology Symposium, and more than 2,000 attended the event, growing from less than 100 attendees 30 years ago. The North America Technology Symposium in Santa Clara, California kicks off TSMC Technology Symposiums around the world in the coming months. The symposium also features an "Innovation Zone," designed to highlight the technology achievements of our emerging start-up customers.

Arizona State University (ASU) and Deca Technologies (Deca), a premier provider of advanced wafer- and panel-level packaging technology, today announced a groundbreaking collaboration to create North America's first fan-out wafer-level packaging (FOWLP) research and development center.

The new Center for Advanced Wafer-Level Packaging Applications and Development is set to catalyze innovation in the United States, expanding domestic semiconductor manufacturing capabilities and driving advancements in cutting-edge fields such as artificial intelligence, machine learning, automotive electronics and high-performance computing.

Cerebras Systems, the pioneer in accelerating generative AI, and G42, the Abu Dhabi-based leading technology holding group, today announced the build of Condor Galaxy 3 (CG-3), the third cluster of their constellation of AI supercomputers, the Condor Galaxy. Featuring 64 of Cerebras' newly announced CS-3 systems - all powered by the industry's fastest AI chip, the Wafer-Scale Engine 3 (WSE-3) - Condor Galaxy 3 will deliver 8 exaFLOPs of AI with 58 million AI-optimized cores. The Cerebras and G42 strategic partnership already delivered 8 exaFLOPs of AI supercomputing performance via Condor Galaxy 1 and Condor Galaxy 2, each amongst the largest AI supercomputers in the world. Located in Dallas, Texas, Condor Galaxy 3 brings the current total of the Condor Galaxy network to 16 exaFLOPs.

"With Condor Galaxy 3, we continue to achieve our joint vision of transforming the worldwide inventory of AI compute through the development of the world's largest and fastest AI supercomputers," said Kiril Evtimov, Group CTO of G42. "The existing Condor Galaxy network has trained some of the leading open-source models in the industry, with tens of thousands of downloads. By doubling the capacity to 16exaFLOPs, we look forward to seeing the next wave of innovation Condor Galaxy supercomputers can enable." At the heart of Condor Galaxy 3 are 64 Cerebras CS-3 Systems. Each CS-3 is powered by the new 4 trillion transistor, 900,000 AI core WSE-3. Manufactured at TSMC at the 5-nanometer node, the WSE-3 delivers twice the performance at the same power and for the same price as the previous generation part. Purpose built for training the industry's largest AI models, WSE-3 delivers an astounding 125 petaflops of peak AI performance per chip.

Global semiconductor capacity is expected to increase 6.4% in 2024 to top the 30 million *wafers per month (wpm) mark for the first time after rising 5.5% to 29.6 wpm in 2023, SEMI announced today in its latest quarterly World Fab Forecast report.

The 2024 growth will be driven by capacity increases in leading-edge logic and foundry, applications including generative AI and high-performance computing (HPC), and the recovery in end-demand for chips. The capacity expansion slowed in 2023 due to softening semiconductor market demand and the resulting inventory correction.

International Data Corporation (IDC) has upgraded its Semiconductor Market Outlook by calling a bottom and return to growth that accelerates next year. IDC raised its September 2023 revenue outlook from $518.8 billion to $526.5 billion in a new forecast. Revenue expectations for 2024 were also raised from $625.9 billion to $632.8 billion as IDC believes the U.S. market will remain resilient from a demand standpoint and China will begin recovering by the second half of 2024 (2H24).

IDC sees better semiconductor growth visibility as the long inventory correction subsides in two of the largest market segments: PCs and smartphones. Automotive and Industrials elevated inventory levels are expected to return to normal levels in 2H24 as electrification continues to drive semiconductor content over the next decade. Technology and large flagship product introductions will drive more semiconductor content and value across market segments in 2024 through 2026, including the introduction of AI PCs and AI Smartphones next year and a much-needed improvement in memory ASPs and DRAM bit volume.

Texas Instruments (TI) today broke ground on its new 300-mm semiconductor wafer fabrication plant (or "fab") in Lehi, Utah. Joined by Utah Governor Spencer Cox, state and local elected officials, as well as community leaders, TI President and Chief Executive Officer Haviv Ilan celebrated the first steps toward construction of the new fab, LFAB2, which will connect to the company's existing 300-mm wafer fab in Lehi. Once completed, TI's two Utah fabs will manufacture tens of millions of analog and embedded processing chips every day at full production.

"Today we take an important step in our company's journey to expand our manufacturing footprint in Utah. This new fab is part of our long-term, 300-mm manufacturing roadmap to build the capacity our customers will need for decades to come," said Ilan. "At TI, our passion is to create a better world by making electronics more affordable through semiconductors. We are proud to be a growing member of the Utah community, and to manufacture analog and embedded processing semiconductors that are vital for nearly every type of electronic system today."

The burgeoning AI market is significantly impacting TSMC's CoWoS (Chip on Wafer on Substrate) advanced packaging production capacity, causing it to overflow due to high demand from major companies like NVIDIA, AMD, and Amazon. To accommodate this, TSMC is in the process of expanding its production capacity by acquiring additional CoWoS machines from equipment manufacturers like Xinyun, Wanrun, Hongsu, Titanium, and Qunyi. These expansions are expected to be operational in the first half of the next year, leading to an increased monthly production capacity, potentially close to 30,000 pieces, enabling TSMC to cater to more AI-related orders. These endeavors to increase capacity are in response to the amplified demand for AI chips from their applications in various domains, including autonomous vehicles and smart factories.

Despite TSMC's active steps to enlarge its CoWoS advanced packaging production, the overwhelming client demand is driving the company to place additional orders with equipment suppliers. It has been indicated that NVIDIA is currently TSMC's largest CoWoS advanced packaging customer, accounting for 60% of its production capacity. Due to the surge in demand, companies like AMD, Amazon, and Broadcom are also placing urgent orders, leading to a substantial increase in TSMC's advanced process capacity utilization. The overall situation indicates a thriving scenario for equipment manufacturers with clear visibility of orders extending into the following year, even as they navigate the challenges of fulfilling the rapidly growing and immediate demand in the AI market.

Recently, the spot market for NAND Flash chips has seen a rise in active price inquiries for certain products, a movement driven by successful increases in wafer contract prices. TrendForce reports this uptick primarily stems from negotiations in late August between NAND Flash suppliers and key Chinese module makers. These discussions led to a new wafer contract that successfully boosted the price of 512 Gb wafers by approximately 10%.

Other suppliers have also raised prices for their comparable products, signaling a shift in supplier sentiment: they are now less inclined to finalize deals at lower prices. This change has contributed to a short-term surge in the wafer spot market. Nevertheless, whether this surge in procurement is supported by actual end-user demand remains uncertain, as these orders have arisen in reaction to adjustments in supply-side pricing.

Worldwide silicon wafer shipments increased 2.0% quarter-over-quarter to 3,331 million square inches in the second quarter of 2023, down 10.1% from the 3,704 million square inches recorded during the same quarter last year, the SEMI Silicon Manufacturers Group (SMG) reported in its quarterly analysis of the silicon wafer industry.

"The semiconductor industry continues to work through excess inventory in various market segments, necessitating that fabs operate below full capacity," said Anna-Riikka Vuorikari-Antikainen, Chairman of SEMI SMG and Chief Commercial Officer at Okmetic. "As a result, silicon wafer shipments are lagging their 2022 peak. Second-quarter wafer shipments held steady quarter-on-quarter with 300 mm showing quarterly growth among all wafer sizes."

TrendForce reports that OEMs have continued making concerted efforts to scale back production. However, given that the trajectory of market demand is still unclear, it's expected that the NAND Flash market will continue to be in a state of oversupply in 3Q23. Cautious inventory management by buyers is preventing a stabilization in NAND Flash prices even with an anticipated seasonal surge in demand for 2H23. TrendForce predicts that NAND Flash wafers will be the first to see a price hike in 3Q23 as prices for module products such as SSDs, eMMCs, and UFS will likely continue to fall due to tepid downstream demand. Consequently, the overall ASP of NAND Flash is forecast to continue dropping by about 3~8% in 3Q23, though a possibility exists prices may recover in 4Q23.

Client SSD: Although notebook shipments are expected to gradually recover in 3Q23, reversing an oversupply of SSD will continue to be challenging. Furthermore, a portion of suppliers have implemented aggressive promotions to secure customer orders and hit shipping targets in light of weakened demand and less-than-satisfactory order volumes from major clients, putting pressure on other suppliers. TrendForce estimates that the ASP of client SSDs will fall by 8~13% in the third quarter.

TrendForce reports that explosive growth in generative AI applications like chatbots has spurred significant expansion in AI server development in 2023. Major CSPs including Microsoft, Google, AWS, as well as Chinese enterprises like Baidu and ByteDance, have invested heavily in high-end AI servers to continuously train and optimize their AI models. This reliance on high-end AI servers necessitates the use of high-end AI chips, which in turn will not only drive up demand for HBM during 2023~2024, but is also expected to boost growth in advanced packaging capacity by 30~40% in 2024.

TrendForce highlights that to augment the computational efficiency of AI servers and enhance memory transmission bandwidth, leading AI chip makers such as Nvidia, AMD, and Intel have opted to incorporate HBM. Presently, Nvidia's A100 and H100 chips each boast up to 80 GB of HBM2e and HBM3. In its latest integrated CPU and GPU, the Grace Hopper Superchip, Nvidia expanded a single chip's HBM capacity by 20%, hitting a mark of 96 GB. AMD's MI300 also uses HBM3, with the MI300A capacity remaining at 128 GB like its predecessor, while the more advanced MI300X has ramped up to 192 GB, marking a 50% increase. Google is expected to broaden its partnership with Broadcom in late 2023 to produce the AISC AI accelerator chip TPU, which will also incorporate HBM memory, in order to extend AI infrastructure.

Intel and the German federal government have signed a revised letter of intent for Intel's planned leading-edge wafer fabrication site in Magdeburg, the capital of Saxony-Anhalt state in Germany. The agreement encompasses Intel's expanded investment in the site, now expected to be more than 30 billion euros for two first-of-a-kind semiconductor facilities (also known as "fabs") in Europe, along with increased government support that includes incentives, reflecting the expanded scope and change in economic conditions since the site was first announced.

Intel acquired the land for the project in November 2022, and the first facility is expected to enter production in four to five years following the European Commission's approval of the incentive package. Given the current timeline and scale of the investment, Intel plans to deploy more advanced Angstrom-era technology in the facilities than originally envisioned. The Magdeburg site will serve Intel products and Intel Foundry Services customers.

Global semiconductor materials market revenue grew 8.9% to $72.7 billion in 2022, surpassing the previous market high of $66.8 billion set in 2021, SEMI, the global industry association representing the electronics manufacturing and design supply chain, reported today in its Materials Market Data Subscription (MMDS). Wafer fabrication materials and packaging materials revenue in 2022 reached $44.7 billion and $28.0 billion, respectively, increasing 10.5% and 6.3%. The silicon, electronic gases, and photomask segments showed the strongest growth in the wafer fabrication materials market, while the organic substrates segment largely drove packaging materials market growth.

For the 13th consecutive year, Taiwan, at $20.1 billion, was the world's largest consumer of semiconductor materials on the strength of its foundry capacity and advanced packaging base. China continued to register strong year-over-year results, ranking second in 2022, while Korea finished as the third largest consumer of semiconductor materials. Most regions registered high single- or double-digit growth last year.

MIT researchers have developed a groundbreaking technology that allows for the growth of 2D transition metal dichalcogenide (TMD) materials directly on fully fabricated silicon chips, enabling denser integrations. Conventional methods require temperatures of about 600°C, which can damage silicon transistors and circuits as they break down above 400°C. The MIT team overcame this challenge by creating a low-temperature growth process that preserves the chip's integrity, allowing 2D semiconductor transistors to be directly integrated on top of standard silicon circuits. The new approach grows a smooth, highly uniform layer across an entire 8-inch wafer, unlike previous methods that involved growing 2D materials elsewhere before transferring them to a chip or wafer. This process often led to imperfections that negatively impacted device and chip performance.

Additionally, the novel technology can grow a uniform layer of TMD material in less than an hour over 8-inch wafers, a significant improvement from previous methods that required over a day for a single layer. The enhanced speed and uniformity of this technology make it suitable for commercial applications, where 8-inch or larger wafers are essential. The researchers focused on molybdenum disulfide, a flexible, transparent 2D material with powerful electronic and photonic properties ideal for semiconductor transistors. They designed a new furnace for the metal-organic chemical vapor deposition process, which has separate low and high-temperature regions. The silicon wafer is placed in the low-temperature region while vaporized molybdenum and sulfur precursors flow into the furnace. Molybdenum remains in the low-temperature region, while the sulfur precursor decomposes in the high-temperature region before flowing back into the low-temperature region to grow molybdenum disulfide on the wafer surface.

Semiconductors are largely made using silicon, even though there are other types of substrates that can be used as well, such as gallium nitride or silicon carbide. However, most semiconductors today are made using silicon wafers, which in turn means that silicon wafers are a key material in the semiconductor industry. Over the past three years, the cost of silicon wafers have increased in pricing, due to higher demand, as there has been a higher demand for semiconductors. However, as there are a limited number of suppliers of silicon wafers, especially at the larger 12-inch size, the increased cost in materials has had an impact on the cost of the final semiconductors.

Reports out of Taiwan are suggesting that the price of 12-, 8- and 6-inch wafers are all starting to see a decline in price. We're talking single digit percentages here and it should be noted that these are spot prices, not contract prices, which are negotiated between the parties a long time before delivery. That said, the fact that the spot prices are point downwards also means that companies with not so great contract pricing are starting to want to renegotiate their contract pricing, as even a small saving here can lead to a bigger saving further down the line. Many IC manufacturers have also asked to pause their contract orders, as the utilisation rate of many foundry nodes are going down, which means the foundries aren't in need of as many wafers as they have ordered. Hopefully this will all lead to lower prices across the board when it comes to semiconductors this year, but it's too early to draw any real conclusions. It's also possible that the end customers won't see any direct benefits from lower costs to the manufacturers.

TrendForce's recent analysis of the foundry market reveals that demand continues to slide for all types of mature and advanced nodes. The major IC design houses have cut wafer input for 1Q23 and will likely scale back further for 2Q23. Currently, foundries are expected to maintain a lower-than-ideal level of capacity utilization rate in the first two quarters of this year. Some nodes could experience a steeper demand drop in 2Q23 as there are still no signs of a significant rebound in wafer orders. Looking ahead to the second half of this year, orders will likely pick up for some components that underwent an inventory correction at an earlier time. However, the state of the global economy will remain the largest variable that affect demand, and the recovery of individual foundries' capacity utilization rates will not occur as quickly as expected. Taking these factors into account, TrendForce currently forecasts that global foundry revenue will drop by around 4% YoY for 2023. The projected decline for 2023 is more severe when compared with the one that was recorded for 2019.

United Microelectronics Corporation ("UMC" or "The Company"), a leading global semiconductor foundry, today announced its consolidated operating results for the fourth quarter of 2022. Fourth quarter consolidated revenue was NT$67.84 billion, decreasing 10.0% QoQ from NT$75.39 billion in 3Q22. Compared to a year ago, 4Q22 revenue grew 14.8% YoY from NT$59.10 billion in 4Q21. Consolidated gross margin for 4Q22 was 42.9%. Net income attributable to the shareholders of the parent was NT$19.1 billion, with earnings per ordinary share of NT$1.54.

Jason Wang, co-president of UMC, said, "In the fourth quarter, due to a significant slowdown across most of our end markets and inventory correction in the semiconductor industry, our wafer shipments fell 14.8% QoQ while overall fab utilization rate dropped to 90%. Average selling price increased slightly during the quarter as a result of our ongoing product mix optimization efforts, moderating the decline in revenue."

Cerebras Systems, the pioneer in accelerating artificial intelligence (AI) compute, today unveiled Andromeda, a 13.5 million core AI supercomputer, now available and being used for commercial and academic work. Built with a cluster of 16 Cerebras CS-2 systems and leveraging Cerebras MemoryX and SwarmX technologies, Andromeda delivers more than 1 Exaflop of AI compute and 120 Petaflops of dense compute at 16-bit half precision. It is the only AI supercomputer to ever demonstrate near-perfect linear scaling on large language model workloads relying on simple data parallelism alone.

With more than 13.5 million AI-optimized compute cores and fed by 18,176 3rd Gen AMD EPYC processors, Andromeda features more cores than 1,953 Nvidia A100 GPUs and 1.6 times as many cores as the largest supercomputer in the world, Frontier, which has 8.7 million cores. Unlike any known GPU-based cluster, Andromeda delivers near-perfect scaling via simple data parallelism across GPT-class large language models, including GPT-3, GPT-J and GPT-NeoX.

A major unnamed customer of TSMC has reportedly cut their order for 3 nm wafers. Foundry customers usually place orders for cutting-edge foundry nodes several quarters in advance, in exchange for priority foundry allocations, and preferential rates, while foundries use revenues from these orders to develop the capacity for manufacture these chips. The 3 nm customer could be anyone—Qualcomm, Mediatek, NVIDIA, AMD, or Intel. Order cancellations have reportedly had a domino-effect on the upstream supply-chain of TSMC, hitting suppliers of raw materials, manufacturing equipment, and other consumables. There is an industry-wide slump in demand for consumer electronics and PC hardware, which reflects in the slump in revenues and/or guidance in quarterly financial results releases by prominent companies.

Based on a report by Tom's Hardware, AMD's CEO Lisa Su is planning a trip to Taiwan in the next couple of months. It is said that she is planning to meet with multiple partners in Taiwan, such as ASUS, Acer and maybe more importantly, ASMedia, which will be the sole maker of chipsets for AMD, once the X570 chipset is discontinued. AMD is apparently also seeing various less well known partners that deliver parts for its CPUs, such as Nan Ya PCB, Unimicron Technologies and Kinsus Interconnects.

However, it appears that the main reason for Lisa Su herself to visit Taiwan will be to meet with TSMC, to discuss future collaboration with CC Wei, TSMC's chief executive. This is so AMD can secure enough wafer allocation on future nodes, such as its 3 nm and 2 nm class nodes. The move to these nodes is obviously not happening in the near future for AMD, but considering that TSMC is currently the leading foundry and is operating at capacity, it makes sense to get in early, as the competition is stiff when it comes to getting wafer allocation on cutting edge nodes. It's unclear which exact 3 nm class node AMD will be aiming for, but it might be the N3P node, which is said to kick off production sometime next year. Lisa Su is also said to have meetings with TSMC, SPIL and Ase Technology when it comes to advanced packaging for AMD's products. This includes technologies such as chip-on-wafer-on-substrate (CoWoS) and fan-out embedded bridge (FO-EB), with AMD already being expected to use some of these technologies in its upcoming Navi 3x GPUs.

Andreas Schilling with Hardwareluxx.de, as part of the Intel Tech Tour Israel, got to hold a 12-inch wafer full of "Raptor Lake-S" dies. These are dies in their full 8P+16E configuration. The die is estimated to measure 257 mm² in area. We count 231 full dies on this wafer. Intel is building "Raptor Lake" on the same 10 nm Enhanced SuperFin (aka Intel 7) node as "Alder Lake." The die is about 23% larger than "Alder Lake" on account of two additional E-core clusters, possibly larger P-cores, and larger L2 caches for both the P-core and E-core clusters. "Raptor Lake" gains significance as it will be the last client processor from Intel to be built on a monolithic die of a uniform silicon fabrication node. Future generations are expected to take the chiplets route, realizing the company's IDM 2.0 product development strategy.

According to the latest TrendForce investigations, moving into the second half of 3Q22, the lack of a peak season has led to a delay in inventory destocking. Transactions in the NAND Flash market have been frosty. Buyers are watching passively and tend not to negotiate pricing. Pressure on factory inventory has reached a breaking point and manufacturers are bottoming out pricing in order to make a deal. This move will lead to a further decline in manufacturer pricing. TrendForce once again revises downward 3Q22 NAND Flash wafer contract prices and the decline of pricing is estimated to balloon to 30-35% from the original estimate of 15-20%.

In the past two years, the pandemic has promoted digital transformation and notebook computers and servers have stimulated rapid growth in NAND Flash consumption. In order to satisfy demand, manufacturers have been expanding aggressively, with their processes accelerating the output of 128-layer+ products. However, the 2H22 NAND Flash market situation has deteriorated sharply with the acute correction in purchase order demand for smartphones and laptops indicative of a market oversupply. Looking forward to 2023, the conservative attitudes of various consumer electronics brands may lead to difficulties in improving market conditions in the next year and stimulate suppliers to step up efforts to seize market share.

Hsinchu, Taiwan-based global semiconductor silicon wafer company, GlobalWafers, announced today that it plans to build a state-of-the-art 300-millimeter silicon wafer factory in Sherman, Texas, which is the first of its kind in the USA over twenty (20) years. Construction is expected to commence later this year. This 300-millimeter greenfield investment is consistent with the Company's announcement on February 6th of this year of brownfield and greenfield expansions totaling NTD 100 bn. This new Texas investment could also support as many as 1,500 jobs with production volumes ultimately reaching 1.2 mn wafers per month after multiple stages of equipment installation, in alignment with market demand.

300-millimeter silicon wafers are the starting material for all advanced semiconductor fabrication sites (or fabs), including recently announced United States (US) expansions by GlobalFoundries, Intel, Samsung, Texas Instruments and TSMC. Most of these wafers are currently manufactured in Asia, forcing the US semiconductor industry to highly rely on imported silicon wafers. This investment will represent the first new silicon wafer facility in the US in over two decades and close a critical semiconductor supply chain gap.

Cerebras Systems, the pioneer in high performance artificial intelligence (AI) computing, today announced, for the first time ever, the ability to train models with up to 20 billion parameters on a single CS-2 system - a feat not possible on any other single device. By enabling a single CS-2 to train these models, Cerebras reduces the system engineering time necessary to run large natural language processing (NLP) models from months to minutes. It also eliminates one of the most painful aspects of NLP—namely the partitioning of the model across hundreds or thousands of small graphics processing units (GPU).

"In NLP, bigger models are shown to be more accurate. But traditionally, only a very select few companies had the resources and expertise necessary to do the painstaking work of breaking up these large models and spreading them across hundreds or thousands of graphics processing units," said Andrew Feldman, CEO and Co-Founder of Cerebras Systems. "As a result, only very few companies could train large NLP models - it was too expensive, time-consuming and inaccessible for the rest of the industry. Today we are proud to democratize access to GPT-3 1.3B, GPT-J 6B, GPT-3 13B and GPT-NeoX 20B, enabling the entire AI ecosystem to set up large models in minutes and train them on a single CS-2."

According to TrendForce research, although demand for consumer electronics remains weak, structural growth demand in the semiconductor industry including for servers, high-performance computing, automotive, and industrial equipment has not flagged, becoming a key driver for medium and long term foundry growth. At the same time, due to robust wafer production at higher pricing in 1Q22, quarterly output value hit a new high for the 11th consecutive quarter, reaching US$31.96 billion, 8.2% QoQ, marginally less than the previous quarter. In terms of ranking, the biggest change is Nexchip surpassed Tower at the ninth position.

TSMC's across the board wafer hikes in 4Q21 on batches primarily produced in 1Q22 coupled with sustained strong demand for high-performance computing and better foreign currency exchange rates pushed TSMC's 1Q22 revenue to $17.53 billion, up 11.3% QoQ. Quarterly revenue growth by node was generally around 10% and the 7/6 nm and 16/12 nm processes posted the highest growth rate due to small expansions in production. The only instance of revenue decline came at the 5/4 nm process due to Apple's iPhone 13 entering the off season for production stocking.