AI chip


2023-10-17

2024 Tech Trends Projection Revealed, TrendForce: AI Continues as the Main Focus

With the approach to the end of 2023, TrendForce revealed the tech trends in every sector, apparently, AI continues as the main focus to decide the direction of how the tech supply chain will be in the next few years, here are the seeings:

CSPs increase AI investment, driving a 38% growth in AI server shipments by 2024

  • CSPs increase AI investment, fueling a 38% growth in AI server shipments by 2024.
  • Major CSPs like Microsoft, Google, and AWS are driving this growth due to the rising popularity of AI applications, pushing AI server shipments to 1.2 million units in 2023.

HBM3e set to drive an annual increase of 172% in HBM revenue

  • Major memory suppliers are set to introduce HBM3e with faster speeds (8 Gbps) to enhance the performance of AI accelerator chips in 2024–2025.
  • HBM integration is becoming common among GPU manufacturers like NVIDIA and AMD, and it is expected that HBM will significantly contribute to memory suppliers’ revenues in 2024, with an annual growth rate of 172%.

Rising demand for advanced packaging in 2024, the emergence of 3D IC technology

  • Leading semiconductor firms like TSMC, Samsung, and Intel are emphasizing advanced packaging technology’s importance in boosting chip performance, conserving space, reduce power usage, and minimize latency. They’re establishing 3D IC research centers in Japan to underscore this role.
  • Generative AI is driving increased demand for 2.5D packaging tech, integrating computing chips and memory with a silicon interposer layer. Additionally, 3D packaging solutions like TSMC’s SoIC, Samsung’s X-Cube, and Intel’s Foveros.

NTN is set to begin with small-scale commercial tests, broader applications of this technology are on the way in 2024

  • Collaboration between satellite operators, semiconductor firms, telecom operators, and smartphone makers is growing due to increased satellite deployments by operators. This collaboration focuses on mobile satellite communication applications and bidirectional data transmission under specific conditions.
  • Major semiconductor manufacturers are ramping up efforts in satellite communication chips, leading top smartphone manufacturers to integrate satellite communication into high-end phones using the SoC model, which is expected to drive small-scale commercial testing of NTN networks and promote widespread adoption of NTN applications.

6G communication to begin in 2024, with satellite communication taking center stage

  • 6G standardization begins around 2024-2025, with initial technologies expected by 2027-2028. This enables novel applications like Reconfigurable Intelligent Surfaces (RIS), terahertz bands, Optical Wireless Communication (OWC), NTN for high-altitude comms, and immersive Extended Reality (XR) experiences.
  • Low-orbit satellites will play a key role in 6G as its standards solidify, peaking around the time of 6G commercialization. The use of drones for 6G communication and environmental sensing is also set to surge in the 6G era.

Innovative entrants drive cost optimization for Micro LED technology in 2024

  • In 2023, the focus in Micro LED display technology is on cost reduction through chip downsizing, aiming for at least a 20-25% annual reduction. A hybrid transfer approach, combining stamping and laser bonding, is gaining attention for efficient mass production.
  • Micro LED holds potential in micro-projection displays for transparent AR lenses. Challenges include achieving ultra-high PPI with 5 µm or smaller chips, particularly with red LEDs’ low efficiency. Various innovative approaches, such as InGan-based red LEDs and vertically stacked RGB LEDs.

Intensifying competition in AR/VR micro-display technologies

  • Increasing AR/VR headset demand drives demand for ultra-high PPI near-eye displays, with Micro OLED technology at the forefront, poised for broader adoption.
  • Challenges in brightness and efficiency impact Micro OLED displays and their dominance in the head-mounted display market depends on the development of various micro-display technologies.

Advancements in material and component technologies are propelling the commercialization of gallium oxide

  • Gallium oxide (Ga₂O₃) is gaining prominence for next-gen power semiconductor devices due to its potential in high-voltage, high-temperature, and high-frequency applications in EVs, electrical grids, and aerospace.
  • The industry is already producing 4-inch gallium oxide mono-crystals and advancing Schottky diode and transistor fabrication processes, with the first Schottky diode products expected by 2024.

Solid-state batteries poised to reshape the EV battery landscape over the next decade

  • Major automakers and battery manufacturers are investing in solid-state and semi-solid-state battery technologies, aiming for a new cycle of technological iteration by 2024.
  • After Li-ion batteries, sodium-ion batteries, with lower energy density, are suitable for budget-friendly EVs, and hydrogen fuel cells offer long-range and zero emissions, primarily for heavy-duty commercial vehicles, with widespread adoption expected after 2025, despite challenges.

BEVs in 2024 rely on power conversion efficiency, driving range, and charging efficiency

  • Automakers are optimizing battery pack structures and material ratios to increase energy density and driving range. Solid-state batteries, with high energy density, may see limited installations in vehicles as semi-solid batteries in 2H23.
  • The 800V platform will enable high-power fast charging, leading to the expansion of high-power charging stations. AI advancements are driving EVs toward advanced autonomous driving, with Tesla’s Dojo supercomputer investing in neural network training to maintain its position in the intelligent driving market.

Green solutions with AI simulations emerging as a linchpin for renewable energy and decarbonized manufacturing

  • Under the background of optimizing energy consumption, creating interconnected data ecosystems, and visualizing energy flow and consumption. Carbon auditing tools and AI are key for organizations aiming to reduce carbon emissions and enhance sustainability.
  • The IEA predicts global renewable energy generation to reach 4,500 GW by 2024, driven by policy support, rising fossil fuel prices, and energy crises. The adoption of AI-driven smart technologies in peripheral systems for stable energy generation.

OLED’s expansion will across various applications driven by the innovation of foldable phones

  • OLED folding phones are improving in design by using lightweight materials, innovative hinge structures, and cost-reduction efforts to approach the thickness and weight of traditional smartphones.
  • In the IT sector, industry players like Samsung, BOE Technology, JDI, and Visionox are making significant investments and developments in OLED technology to expand into various markets. Anticipated advancements in technology and materials are expected to increase OLED market penetration by 2025.
2023-10-17

[News] Rumored U.S. Tightens Export Ban on Chips to China, Affecting Chinese Chip Design Firms

Reports indicate that the United States is poised to unveil an updated set of restrictions on chip exports to China this week. Beyond the previously reported tightening measures on AI chips and equipment exports, these new regulations are expected to restrict the supply to chip design companies. The aim is to enhance control over the sale of graphic chips and advanced chip manufacturing equipment for AI applications to Chinese enterprises, with the possibility of adding Chinese chip design companies to the list of restricted entities.

As reported from Reuters and Bloomberg, U.S. authorities will demand that overseas manufacturers obtain licenses to fulfill orders from these companies and subject Chinese firms attempting to circumvent restrictions by using third-party countries for shipping to additional inspections. While the new regulations are expected to be announced this week, the potential for delays should not be ruled out.

In October 2022, the United States declared export restrictions on advanced semiconductor processes and chip manufacturing equipment bound for China, as a measure to prevent the development of cutting-edge technology that could potentially bolster military capabilities for geopolitical adversaries.

Following the implementation of these export bans, U.S. tech companies, such as Nvidia and Applied Materials, incurred significant losses in orders. For example, Nvidia was unable to sell its two most advanced AI chips to Chinese companies, leading to the introduction of a “downgraded” chip, the H800, designed specifically for the Chinese market to bypass existing regulations.

U.S. officials have revealed plans to introduce new guidelines for AI chips, including the restriction of certain advanced data center AI chips that currently do not fall under any limitations. They are considering the removal of “bandwidth parameters” to prevent the entry of AI chips perceived as too powerful into China.

However, they plan to introduce expanded guidelines for chip control, which may reduce communication speeds among AI chips. Slower communication could increase the complexity and cost of AI development, particularly when many chips need to be connected for training large AI models. Additionally, the U.S. will introduce “performance density parameters” to guard against potential future workarounds by companies.

Reports suggest that the United States is looking to prohibit the export of Nvidia’s H800 chip, a “downgraded” chip designed for the Chinese market to legally bypass existing regulations.

The Biden administration is also preparing for additional scrutiny of Chinese companies attempting to modify shipping and manufacturing locations in a bid to evade specific country restrictions. This rule will continue to limit sales of specific chips to Chinese companies through overseas subsidiaries and related entities, requiring authorization before exporting restricted technology to countries that could serve as intermediaries.

Furthermore, the progress in Huawei’s new smartphones has prompted the U.S. authorities to tighten control further, initiating investigations for actions against Huawei or SMIC that will be carried out independently of the new export control regulations.

In response to the anticipated expansion of U.S. export controls on Chinese companies, Chinese Foreign Ministry Spokesperson Mao Ning stated, “We have made our position clear on US restrictions of chip exports to China. The US needs to stop politicizing and weaponizing trade and tech issues and stop destabilizing global industrial and supply chains. We will closely follow the developments and firmly safeguard our rights and interests.”

(Image: Nvidia)

2023-10-13

[News] Explosive AI Server Demand Ignites Aggressive Expansion by Wiwynn and Quanta

Source to China Times, in response to increased visibility in AI server orders and optimistic future demand, two ODM-Direct based in Taiwan, Wiwynn, and Quanta, are accelerating the expansion of their server production lines in non-Chinese regions. Recently, there have been updates on their progress. Wiwynn has completed the first phase of its self-owned new factory in Malaysia, specifically for L10. As for Quanta, has further expanded its L10 production line in California, both gearing up for future AI server orders.

Wiwynn’s new server assembly factory, located in the Senai Airport City in Johor, Malaysia, was officially inaugurated on the 12th, and it will provide full cabinet assembly services for large-scale data centers. Additionally, the second phase of the front-end server motherboard production line is expected to be completed and operational next year, allowing Wiwynn to offer high-end AI servers and advanced cooling technology to cloud service providers and customers in the SEA region

While Wiwynn has experienced some slowdown in shipments and revenue due to its customers adjusting to inventory and CAPEX impacts in recent quarters, Wiwynn still chooses to continue its overseas factory expansion efforts. Notably, with the addition of the new factory in Malaysia, Wiwynn’s vision of establishing a one-stop manufacturing, service, and engineering center in the APAC region is becoming a reality.

Especially as we enter Q4, the shipment of AI servers based on NVIDIA’s AI-GPU architecture is expected to boost Wiwynn’s revenue. The market predicts that after a strong fourth quarter, this momentum will carry forward into the next year.

How significant is the demand for AI servers?

According to TrendForce projection, a dramatic surge in AI server shipments for 2023, with an estimated 1.2 million units—outfitted with GPUs, FPGAs, and ASICs—destined for markets around the world, marking a robust YoY growth of 38.4%. This increase resonates with the mounting demand for AI servers and chips, resulting in AI servers poised to constitute nearly 9% of the total server shipments, a figure projected to increase to 15% by 2026. TrendForce has revised its CAGR forecast for AI server shipments between 2022 and 2026 upwards to an ambitious 29%.

Quanta has also been rapidly expanding its production capacity in North America and Southeast Asia in recent years. This year, in addition to establishing new facilities in Vietnam, they have recently expanded their production capacity at their California-based Fremont plant.

The Fremont plant in California has been Quanta’s primary location for the L10 production line in the United States. In recent years, it has expanded several times. With the increasing demand for data center construction by Tier 1 CSP, Quanta’s Tennessee plant has also received multiple investments to prepare for operational needs and capacity expansion.

In August of this year, Quanta initially injected $135 million USD into its California subsidiary, which then leased a nearly 4,500 square-meter site in the Bay Area. Recently, Quanta announced a $79.6 million USD contract awarded to McLarney Construction, Inc. for three construction projects within their new factory locations.

It is expected that Quanta’s new production capacity will gradually come online, with the earliest capacity expected in 2H24, and full-scale production scheduled for 1H25. With the release of new high-end AI servers featuring the H100 architecture, Quanta has been shipping these products since August and September, contributing to its revenue growth. They aim to achieve a 20% YoY increase in server sales for 2023, with the potential for further significant growth in 2024.

2023-10-11

[News] TSMC’s AI Orders Set for a Breakout Year in 2023 – Quanta, Wistron, and More Joining the Ride

In the industry buzz, it’s reported that TSMC expects a significant upswing in the proportion of AI orders within its 2024 revenue, driven by the increased demand for wafer starts from its six key AI customer groups in the coming year.

These six major AI customer groups encompass NVIDIA, AMD, Tesla, Apple, Intel, and international giants with in-house AI chip development, entrusting TSMC for production. The orders in this domain continue to heat up, not only benefiting TSMC but also signaling a robust year ahead for AI server manufacturer like Quanta and Wistron.

TSMC traditionally refrains from commenting on specific customer details and remained silent on market speculations on the October 10th. Meanwhile, AI server manufacturers, including Quanta and Wistron, hold a positive outlook for the upcoming year, with expectations of a continued upward trend in AI-related business operations.

As the demand for AI wafer starts from key customers intensifies, market experts are keenly watching TSMC’s investor conference on the October 19th. There is anticipation regarding whether TSMC will revise its previous July forecast by further increasing the Compound Annual Growth Rate (CAGR) of AI-related product revenue for the next five years.

TSMC categorizes server AI processors as those handling training and inference functions, including CPUs, GPUs, and AI accelerators. This category accounts for approximately 6% of TSMC’s total revenue. During TSMC’s July investor conference, it was projected that the demand for AI-related products would see a nearly 50% Compound Annual Growth Rate (CAGR) increase over the next five years, pushing its revenue share into the low teens range.

(Photo credit: TSMC)

2023-09-20

[News] Has the AI Chip Buying Frenzy Cooled Off? Microsoft Rumored to Decrease Nvidia H100 Orders

According to a report by Taiwanese media TechNews, industry sources have indicated that Microsoft has recently reduced its orders for Nvidia’s H100 graphics cards. This move suggests that the demand for H100 graphics cards in the large-scale artificial intelligence computing market has tapered off, and the frenzy of orders from previous customers is no longer as prominent.

In this wave of artificial intelligence trends, the major purchasers of related AI servers come from large-scale cloud computing service providers. Regarding Microsoft’s reported reduction in orders for Nvidia’s H100 graphics cards, market experts point to a key factor being the usage of Microsoft’s AI collaboration tool, Microsoft 365 Copilot, which did not perform as expected.

Another critical factor affecting Microsoft’s decision to reduce orders for Nvidia’s H100 graphics cards is the usage statistics of ChatGPT. Since its launch in November 2022, this generative AI application has experienced explosive growth in usage and has been a pioneer in the current artificial intelligence trend. However, ChatGPT experienced a usage decline for the first time in June 2023.

Industry insiders have noted that the reduction in Microsoft’s H100 graphics card orders was predictable. In May, both server manufacturers and direct customers stated that they would have to wait for over six months to receive Nvidia’s H100 graphics cards. However, in August, Tesla announced the deployment of a cluster of ten thousand H100 graphics cards, meaning that even those who placed orders later were able to receive sufficient chips within a few months. This indicates that the demand for H100 graphics cards, including from customers like Microsoft, has already been met, signifying that the fervent demand observed several months ago has waned.

(Photo credit: Nvidia)

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