TrendForce forecasts that the NAND flash memory supply shortage will ease in 2027.
High-tech industry research firm TrendForce points out that while servers account for over 40% of total NAND flash demand, smartphones and laptops combined still make up nearly 40%, continuing to significantly impact overall demand. On the inventory front, memory manufacturers’ stock levels remain relatively low. Though module manufacturers’ inventories have risen due to weak consumer market conditions, inventories held by other buyers stay controllable. Taking all these factors into account, TrendForce projects the NAND flash bit supply-demand gap will hold at 4%–5% in 2026, signaling ongoing supply shortages. However, the gap is expected to turn positive in the second half of 2027, alleviating supply tightness.
4 minutes ago
China's National Supercomputing Internet recently launched the API call service for the Kimi K3 model.
According to monitoring by Beating (Dongcha), China’s National Supercomputing Internet recently launched the Kimi K3 model API calling service. Enterprises and developers can quickly access large language model (LLM) capabilities without cumbersome environment configuration. The API is compatible with OpenAI and Anthropic interface specifications, enabling fast, low-cost deployment of diverse AI applications. Additionally, the Supercomputing Internet has rolled out the 100,000-Creation Plan, providing one-stop Model as a Service (MaaS) offerings.
4 minutes ago
Samsung reportedly starts supplying V10 NAND flash memory to Nvidia.
Samsung Electronics is expanding its collaboration with Nvidia in the NAND flash memory sector. Industry sources revealed that Samsung has built V-NAND production capacity exceeding 100,000 wafers per month and is mass-producing its 10th-generation V10 products for supply to Nvidia. It is reported that Samsung has allocated approximately 60% of its V-NAND production capacity to V9 flash memory, a move aimed at meeting Nvidia’s demand for NAND for its CMX products set to launch in the second half of the year. In addition, Samsung has started trial production of 500-layer V11 flash memory; the trial production began earlier this year, and the company plans to double the related output in the second half of the year.
4 minutes ago
Serenity analyzes AMD’s MI500 and CPO roadmap: A clear commitment to optical interconnects would be an industry-wide positive development.
AMD will host its Advancing AI event in San Francisco from July 22 to 23, where more details about its MI500 series GPUs and scale-up Co-Packaged Optics (CPO) roadmap are set to be unveiled. In response to community queries, Serenity noted that if AMD explicitly commits to a CPO solution and discloses its optical engine supplier at the event, it will be a major positive for the entire CPO ecosystem—meaning NVIDIA is no longer the sole player driving the optical interconnect transition.
Jefferies analyst Blayne Curtis currently expects AMD to partner with Astera Labs on UAL and Broadcom on ESUN, but the key watchpoint is whether AMD will officially shift to a CPO-based scale-up design and who will supply the optical engine. Serenity added that a clearer supply chain picture will only emerge after the event (held Wednesday and Thursday), so conclusions are premature for now.
For Sivers, its supply chain ties to AMD’s CPO plans can only be inferred indirectly at present: first, GlobalFoundries (GF) is rumored to be involved in AMD’s MI500 CPO work, and Sivers is GF’s reference laser supplier; second, AMD has previously invested in Ayar Labs. If AMD confirms at the event that it will use Ayar Labs or GF’s SCALE as the optical engine for the MI500 CPO, it will be a massive boost for Sivers, which holds a core role as an upstream laser and reference laser supplier in both potential paths.
The upcoming MI500 is expected to adopt a native UAL scale-up architecture, supporting 256 GPUs per rack and interconnected via optical links. Sivers has been steadily securing positions across multiple tech tracks this year, including CPO, pluggable optical modules, and silicon photonics. If AMD’s event confirms Sivers’ indirect entry into the supply chain, it will further validate the company’s full-scenario layout logic in the optical interconnect sector.
4 minutes ago
HashKey MENA has obtained approval from Dubai’s Virtual Assets Regulatory Authority (VARA) to launch derivatives trading services on its trading platform.
HashKey MENA (HashKey Middle East and North Africa) officially secured approval from the Dubai Virtual Assets Regulatory Authority (VARA) on July 17, 2026, expanding its regulated business scope to include virtual asset exchange-traded derivatives (VA ETD) services covering a range of perpetual contracts. Building on its existing virtual asset spot trading operations, this approval marks a key milestone in HashKey’s development in the MENA region. It not only extends its regulated product line from spot to derivatives trading, but also further solidifies its market competitive advantage.
4 minutes ago