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memory

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first_img Apple's inventory increased by 154% year-on-year, while memory costs continue to rise

Apple's fiscal fourth-quarter results announced on Monday show that the company continues to stockpile inventory, particularly in computer memory. Inventory increased from $11.09 billion in the third quarter to $14.54 billion in the fourth quarter, a quarter-over-quarter increase of 31.1%; year-over-year, it grew 154.3% from $5.72 billion in the fourth quarter of 2025.Apple expects a gross margin of 45% to 46% for the December quarter, primarily affected by higher memory costs, compared to a gross margin of 47.9% in the September quarter. Apple CEO John Ternus stated during the analyst call that current memory pricing is unprecedented. He noted that memory costs in the September quarter were higher than in the June quarter, partially offset by inventory gains and a decrease in some non-memory component costs, and he anticipates that memory costs will rise further in the December quarter.Ternus mentioned that higher costs will be partially offset by price increases on products earlier this year, including price hikes for Mac and iPad at the end of June and for iPhone in September; memory costs will continue to rise after December, and inventory gains will decline over time. To improve supply, manufacturing procurement obligations increased by $33 billion from the June to September quarters. Chief Operating Officer Sabih Khan also attended the call, reiterating the increase in procurement obligations but did not rule out further price increases in the future. Apple attributed weak iPad sales this quarter to supply constraints, with iPad revenue at $6.2 billion, below analyst expectations of $6.7 billion, a year-over-year decline of 10%, while iPhone and Mac sales exceeded expectations.

Tencent is beta testing "Tencent Cloud Drive," positioning it as a unified memory base for multiple agents

According to "Du Jia," Tencent has launched the internal testing of "Tencent Cloud Drive," with some features still being iterated, and plans to release an App version. This product focuses on file storage, data management, and AI applications, with a core positioning as a unified memory base for multiple Agents, aiming to connect various AI applications and office tools, unify and carry context, allowing multiple Agents to collaborate based on the same information.Practical tests show that the internal test version retains basic entry points such as the homepage, files, recycle bin, and storage space, with a floating AI assistant panel on the right side. The core highlight of the product is its "connection" capability, supporting binding with Tencent Docs, WorkBuddy, and integrating third-party Agents like DeepSeek Harness and OpenClaw. After authorization, the Cloud Drive AI assistant can read application files, automatically sync updates, and directly call information as a knowledge base for retrieval, summarization, and content generation. The binding page will clearly inform users of the scope of permissions and the rules for AI credit consumption.The report points out that, unlike traditional Cloud Drive AI's document summarization, this system fully connects documents, Cloud Drive files, and Agent workspaces, shifting the Cloud Drive from a file repository to a data memory platform in the AI era.

first_img Jensen Huang: The likelihood of a memory supply surplus before 2029 is low

According to the Science and Technology Innovation Board Daily, Nvidia CEO Jensen Huang stated during a media interview at the GTC conference in Berlin on Thursday that the likelihood of a memory supply surplus by 2029 is low. He mentioned that one great aspect of memory is that there is always more that can be used, and he noted that HBM will continue to be applied in the coming years.Jensen Huang also stated that Nvidia is the first company in the world to introduce LPDDR memory, used in mobile phones, into data centers, which doubles its energy efficiency compared to any current global solution, thus it will continue to use this type of memory extensively. He mentioned last Thursday that customer demand for AI chip orders continues to exceed the company's supply capacity, with new orders pouring in almost weekly, if not daily.In the past week, storage chip stocks faced sell-offs due to market concerns over supply surplus and weak demand. A well-known media outlet in South Korea published a column last week, citing two experts who predicted that by 2029, there will be a significant increase in semiconductor supply, and the storage chip market may turn into a red ocean. On Thursday, the Nasdaq Composite Index closed down 2.6%, at 26008.86 points; SanDisk fell 8.51%, SK Hynix fell 8.07%, Seagate Technology fell 7.86%, Western Digital fell 6.43%, and Micron Technology fell 6.23%.

first_img Micron is developing a physical AI-specific edge inference memory

Micron Technology Vice President Li Zhe stated at the Korea Semiconductor Exhibition SEDEX 2026 held at COEX in Seoul that the company is developing Edge Inference Memory (EIM) for physical AI. The industry expects this product to enter mass production in the second half of 2028. Micron is researching the use of EIM in LPDDR6 to meet the demand for low-power DRAM in applications such as autonomous driving and humanoid robots, and is in discussions with major customers regarding related products.According to a report by the Science and Technology Innovation Board Daily, EIM is positioned between AI chips and memory, utilizing a method of stacking LPDDR on logic chips to process inference data at high speed, although the computing architecture has not been fully disclosed. Li Zhe mentioned that current robotic AI models have about 1 billion to 2 billion parameters, with low bandwidth requirements; however, as more advanced visual language models emerge, LPDDR alone will not suffice, and HBM will eventually be used for humanoid robots. Micron anticipates that future high-performance humanoid robots will require approximately 200 GB of DRAM and 4 TB of storage, while current service robots require about 12 GB of DRAM and 256 GB of storage.Micron CEO Sanjay Mehrotra stated that the storage capacity of a single humanoid robot is about 10 times that of an ordinary L2+ passenger vehicle. The storage industry may enter a period of sustained demand growth for several decades around 2030, driven by the need to synchronize data from hundreds of sensors and run large models locally for millisecond-level control. Counterpoint Research predicts that global DRAM demand for humanoid robots will increase from approximately 8,300 Tbit this year to about 172,000 Tbit by 2030.

first_img Musk: After China masters the technology, its production capacity may exceed the sum of other regions in the world

On October 13, Tesla CEO Elon Musk stated on social media platform X: Once China masters the manufacturing methods for a certain type of product, its ability to scale production often exceeds that of the rest of the world combined. He cited lithium batteries and solar energy as examples, claiming that China has demonstrated this characteristic in these fields. This statement was in response to a discussion about memory manufacturer Changxin Storage.The poster Melvin believes that Changxin is already a competitor that cannot be ignored, but whether new technology can stably achieve large-scale mass production still depends on yield, cost, and reliability. He also noted that memory demand is still growing, and an increase in production capacity does not mean that the market will immediately experience oversupply. Regarding memory, Musk mentioned that about three years ago, memory was still a low-margin commodity, with LPDDR5 and LPDDR6 designed according to common standards, and China seems to be rapidly solving related technical issues.Musk also pointed out that the new generation of high-bandwidth memory architecture is more difficult to tackle. Another challenge is placing a layer of SRAM beneath the logic chip and stacking RAM in three dimensions above it while addressing the heat dissipation issues of the logic chip. Phoenix Technology cited public information stating that on September 7, Changxin Storage announced that LPDDR6 has entered mass production and was first commercially used in the Xiaomi 18 Fold, with a capacity of 16 GB, compliant with JEDEC's LPDDR6 standard. Subsequently, Changxin announced that its fifth-generation DRAM process platform has achieved mass production and launched two LPDDR5X products based on this platform, aimed at smartphones and portable consumer electronics, with a single bare chip capacity increased by 50% compared to the previous generation of similar products.

Trader: The memory sector is fluctuating while waiting for MU's earnings report, BTC may test the support at 82K

Trader degentrading (@degentradingLSD) pre-market analysis shows the following major signals in the current market:Macroeconomic Level: The 10Y yield has risen to 5.2%, and the 30Y has risen to 5.5%, approaching historical highs; the South Korean stock market opened down 2.5%, with the memory and semiconductor sectors (SK Hynix, Samsung, MU, SNDK) generally down 2% to 5%. It is expected that price movements will continue to fluctuate before MU's earnings report is released.New Cloud Computing: The investment payback period for computing projects is now less than a year, and market perceptions are changing. It is expected that the new cloud sector will undergo rapid revaluation, and the issue of power bottlenecks is also receiving increasing attention.Tech Stocks: META is weak pre-market, focusing on buying at the 690 support level or opportunities for breaking historical highs. If the large-scale data center sector breaks through as a whole, META, MSFT, and others will face paradigm-level repricing.Cryptocurrency Market: Mainstream coins and altcoins are generally weak, with BTC possibly testing the 82K support level; last week, TAO and DOGE were reduced, and CRDO was taken for profit to release risk capital. During the KBW period, crypto sentiment is usually somewhat positive, and this week's strategy focuses on finding short-term bullish opportunities.
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