OpenAI and Broadcom announced the development of a new inference chip named Jalapeño, claiming it will deliver better performance per watt. The chip was developed in just nine months using AI-assisted design. This signals OpenAI's strategic move to control the full hardware stack for its AI models.
GMKtec launched the EVO-X3 AI mini PC workstation featuring the AMD Ryzen AI Max+ 395 processor and 128GB of LPDDR5X-8000 RAM. The device utilizes a triple-fan thermal system to address previous build quality issues.
Intel splits advanced packaging into a standalone business led by former SK hynix CEO Seok-Hee Lee, with EMIB-T technology rolling out in production fabs this year to compete with TSMC's oversubscribed CoWoS capacity.
Anthropic shut down Mythos and Fable 5, revoking access for all foreign nationals. The U.S. White House imposed export controls targeting SK Telecom and SK Group over national security concerns. Bearish for AI chip demand as restricted access to frontier models hampers hardware testing and iteration.
Corning shares surged 4% after securing a deal to provide fiber connectivity for Amazon's US AI data centers, signaling strong demand for AI infrastructure.
German robotics company Neura Robotics secured up to $1.4 billion in Series C funding led by global investors including NVIDIA and Amazon to advance its Physical AI platform. The capital will support the development of the Neuraverse ecosystem, integrating robotics, AI, and edge computing for real-world deployment. This strategic partnership signals strong demand for cognitive robotics infrastructure but offers no immediate price impact on specific components.
AWS launched Graviton 5, a general-purpose Arm CPU, priced 9% higher than the previous generation while claiming 35% performance improvements for apps and ML inference.
A global compute shortage spanning chips, servers, and data-center components is sweeping the industry in 2026. This scarcity has triggered broad price hikes across the AI sector, driving record revenues for major cloud providers. Bullish: Expect continued upward pressure on AI hardware and server component pricing.
Chinese AI startup DeepSeek slashed API prices for its flagship model by 75%, signaling a potential shift in AI infrastructure economics. Amazon AWS noted this move aims to change how AI infrastructure is built and sold rather than just a price war. This significant price reduction likely exerts downward pressure on demand for AI hardware.
64Gb MLC NAND spot prices have surged over 300% since late 2025, recently trading in the $20-$28 range, driven by Samsung and Kioxia exiting legacy 2D NAND production to focus on HBM and advanced 3D NAND.
Big Tech firms are offering to finance SK hynix's new production lines and share costs of expensive ASML High-NA EUV equipment to secure supply. SK hynix's capacity is effectively zero, and demand is surging beyond standard 3-5 year agreements. Bullish: Tight supply and financing offers suggest continued price pressure and potential premium pricing for memory chips.
Intel is pivoting to entry-level advanced packaging to regain competitiveness, attracting interest from Google and Amazon despite past process delays.
Intel's EMIB packaging technology achieved a 90% yield milestone, securing adoption from Google for TPU v8e and Meta for in-house CPUs. This progress highlights Intel's competitive push against TSMC's constrained CoWoS capacity, though TSMC plans significant capacity expansion to maintain its lead.
Anthropic is in early talks with Fractile for DRAM-less AI inference chips expected in 2027. Fractile claims 100x speedup over Nvidia GPUs to address Anthropic's high inference costs.
Meta signed a deal with AWS on April 24 to use Graviton5 CPUs for AI inference and agents, highlighting the growing importance of CPUs in complex compute tasks.
Samsung Electronics' 18-day strike from May 21 to June 7 is projected to disrupt 3-4% of DRAM and 2-3% of NAND output, potentially causing 20-30 trillion won in losses and requiring weeks for recovery. Amidst tight global memory supply, this event involves 30,000-40,000 workers and threatens data center expansion plans for major cloud providers. Bullish impact: The supply shock exacerbates shortages, benefiting competitors like SK hynix and Micron.
Meta has signed a multi-year deal to deploy tens of millions of AWS Graviton 5 CPU cores, continuing its diversification into Arm-based datacenter silicon which also includes Nvidia Grace/Vera CPUs and a custom Arm AGI CPU. This reflects a broader industry trend where proprietary Arm designs are gaining share in AI server infrastructure, potentially at the expense of x86 incumbents. Neutral: This is a long-term market share trend for Arm ecosystem vendors, but lacks immediate, quantifiable supply/demand impact on component pricing.
Google unveiled its TPU v8 accelerators, with the 8t model for training offering up to 2.8x speed improvement and the 8i for inference delivering 80% better performance per dollar. The launch highlights the intensifying competition in cloud AI hardware, with Google emphasizing scale efficiency over per-chip performance compared to Nvidia's Rubin GPUs. Neutral: This is a competitive product announcement with no immediate, direct impact on component supply, demand, or pricing for traders.
Cerebras filed for IPO, reporting FY revenue of $510M (+75% YoY) and a $238M profit. The company secured multi-billion dollar capacity deals with OpenAI and a design win with AWS. Watch: Strong financials and major customer wins signal robust demand for its wafer-scale AI chips, though IPO proceeds could fund capacity expansion.
Amazon's CEO stated its custom chip business has surpassed $15B in annualized AI revenue through AWS, citing Anthropic and OpenAI as major Trainium customers. This milestone follows an 11-year development effort starting with the Annapurna Labs acquisition. Neutral: This is a market share and revenue update for a captive cloud service, with no direct impact on component supply, pricing, or availability for the broader trading market.
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 |