ETH Zurich and University of Bologna published research on 'Chimera', a 3.1 TOPS/W AI-MCU designed for transformer models at the ultra-low-power edge. This is an academic R&D milestone with no immediate impact on component supply or pricing.
Semidynamics and SiPearl are collaborating to develop a European sovereign AI compute platform to reduce dependence on US and Chinese technology. The partnership leverages RISC-V architecture to establish a domestic AI infrastructure. Watch: This move has strategic significance for European supply chain resilience and digital sovereignty.
Aixtron SE will supply a CCS R&D system to Penn State's new lab. This partnership focuses on academic research. No immediate trading impact.
Invisix, founded by ASML alumni, secured €20 million in seed funding to develop soft x-ray metrology systems using High Harmonic Generation (HHG) technology. This aims to address measurement challenges for advanced logic and memory nodes. Impact: Neutral for immediate component markets; significant for future equipment landscape.
CEA-Leti demonstrated die-to-wafer hybrid bonding at a 1μm pitch at ECTC 2026. This technology targets high-performance computing and AI applications to address interconnect density bottlenecks. The impact on current market prices is neutral as it is a research milestone.
ASUS plans to launch the ROG Xbox Ally 2 (model RC74XA) at Computex 2026, featuring an AMD Ryzen Z2 Extreme APU and M.2 2280 SSDs from suppliers like Micron and Samsung. This future refresh aims to improve upon the ROG Ally X with potential OLED options. Neutral impact on current supply chain.
Researchers from Yale, Cornell, Boston University, and NTT Research published a paper on 'Physical Foundation Models' regarding fixed hardware implementations of large-scale neural networks like GPT-5 and Gemini~3. This study focuses on theoretical frameworks for deploying foundation models on fixed hardware architectures rather than immediate supply chain impacts.
Intel launched the StrongArm microprocessor in 1999 targeting handhelds and networking at 600MHz. The article contrasts this historical event with Arm's recent proprietary processor launch 27 years later. Neutral: Market analysis with no specific supply or price impact.
KETI outlined four architectural directions for industrial physical AI chips at a recent seminar in South Korea. The focus is on speed, energy efficiency, and on-site learning for factory applications. This trend analysis suggests future demand for edge computing hardware but lacks immediate supply chain data.
Samsung has developed a 900-layer 3D NAND die by stacking two 450-layer strings, significantly outpacing competitors who are currently at 192-321 layers. This R&D milestone, coming alongside plans for 400-layer mass production this year, indicates a major leap in density.
The technology gap suggests future cost reductions and capacity increases, pressuring competitors to accelerate their own roadmap.
Researchers propose using Quantum Multi-Valued Decision Diagrams (QMDD) to simplify quantum circuit simulation, addressing exponential complexity. This represents a technical advancement in EDA and verification, though it currently has no direct impact on spot prices or supply.
Global DRAM revenue surged to nearly US$100 billion in 1Q26, driven by AI demand and tight supply. Prices across the memory market rose significantly. This signals a bullish outlook for DRAM traders.
Infineon leads a €91 million R&D project involving 62 partners to develop next-generation power electronics using 'More than Moore' integration of Si, SiC, and GaN. The initiative targets wind energy, e-mobility, and railway sectors with a focus on efficiency and digital product passports. Watch: This is a long-term technology roadmap with no immediate supply chain impact.
The U.S. Chips Act allocated over $1.5 billion in R&D funding to quantum computing companies, including IBM and Globalfoundries. IBM and the Department of Commerce plan to establish a 300mm quantum wafer foundry, Anderon, in New York.
Lintec plans to invest 7 billion yen to produce 10,000 EUV pellicles annually starting in 2026. The company is developing carbon nanotube-based pellicles with AIST to address durability and etching issues in high-power EUV environments. Impact: Watch. New supply entry into a critical niche material with a 2026 timeline.
Huawei targets 1.4nm equivalent density by 2031 using 'Logic Folding' technology, aiming to close the gap with TSMC without EUV. This long-term R&D roadmap focuses on circuit architecture optimization rather than immediate supply chain shifts.
Huawei launched 61.44TB and 122.88TB SSDs using Die-on-Board (DoB) packaging to bypass US sanctions on high-layer 3D NAND. This workaround allows the company to use YMTC's Xtacking 4.0 dies more densely on the PCB. Neutral: While this mitigates sanctions impact on capacity, thermal and signal integrity challenges remain.
IBM and the US Department of Commerce signed an LOI to build America's first pure-play quantum foundry, backed by a $1 billion CHIPS award. This initiative aims to secure US leadership in quantum manufacturing. Watch: Long-term policy impact on quantum supply chain.
CSA Catapult is developing custom SiC power modules for the SONATA electric taxiing system, targeting a power density of 15 kW/kg.
Researchers at UC San Diego developed a piezoelectric hybrid chip achieving 96.2% peak efficiency in DC-DC buck converters, replacing traditional magnetic inductors. The technology targets data center power delivery but remains in the early prototype stage and is not yet ready for commercial production.
Whose chips are really inside the hottest new products? We open them up and show you, one part at a time.
iPhone DuoFirst-pass BOM: 37 parts, 12 brands and 16 public MPNs; A20 Pro, C2, N1 and the power/RF chains are located, while the NAND brand stays unconfirmed.See the full teardownAll teardowns| Analog | $0.68 | −5.9% |
|---|---|---|
| Connector | $0.75 | +0.2% |
| CPU | $386.74 | −21.3% |
| DDR4 | $88.40 | −0.2% |
| DDR52026-W13 | $14.89 | −11.2% |
| GPU | $478.20 | +8.2% |
| MCU | $0.68 | −61.7%Unusual |
| MLCC | $0.01 | +54.0%Unusual |
| MOSFET | $0.12 | −82.8%Unusual |
| PMIC2026-W13 | $0.44 | −12.5% |
| SSD/HDD | $288.43 | n/a |