AI Memory Boom Strains Chip Supply

AI-driven demand for compute is widening valuation gaps across semiconductor stocks: the industry's forward PE median is 36x, but company-level valuations range dramatically. Micron (MU) trades around 7.6x and is flagged as deeply undervalued given unpriced HBM upside; Qualcomm (QCOM) at ~19x may be undervalued due to underappreciated ASIC transition benefits. Taiwan Semiconductor (TSM, ~22x), NVIDIA (NVDA, ~25x) and Broadcom (AVGO, ~28x) sit in a ‘reasonable value’ band supported by manufacturing and ASIC leadership. In contrast, MediaTek (MTK, 44x), Arm (ARM, 62x) and especially Intel (INTC, ~125x) are cited as potentially overvalued, implying their share prices may be pricing in optimistic long-term AI narratives without matching fundamentals.

Oracle is positioning itself as an undervalued hyperscaler by aggressively investing in AI infrastructure, with 2024 capex forecast near $50 billion—roughly 10% of its market value and several percentage points higher than Microsoft, Google and Amazon. The argument is that the industry is entering an "Agent era" where inference-side token compute becomes the bottleneck across AI supply chains, making early capacity expansion a key to capturing pricing power and revenue. If demand and the AI arms race play out as proponents expect, Oracle's heavy capex could make it a surprise winner by converting capacity into orders and market re-rating. The view contrasts with Wall Street skepticism about AI capex and an alleged AI bubble.

Samsung Electronics’ device solutions (DS) division is reportedly discussing restarting R&D and investment in new semiconductor businesses, with next-generation V10 NAND flash a major focus. South Korean outlet ETNEWS says Samsung aims to resume growth after DRAM and HBM competitiveness improved, targeting V10 V-NAND with over 400 layers to boost wafer capacity output. Other priority areas include compound semiconductors, advanced packaging, and substrates—segments on Samsung’s roadmap that lagged as resources were constrained. Achieving 400+ layer V10 will require significant process innovations; Samsung has not introduced a new NAND node since 2024’s 9th-gen 286-layer V-NAND volume production. The move signals renewed NAND and advanced materials investment.

South Korea's KOSPI hit a record high Monday, climbing 4.3% to 7,822.24 as an AI-driven rally boosted semiconductor leaders SK Hynix and Samsung Electronics. SK Hynix surged 11.5% after benefiting as a core supplier for NVIDIA's high-end memory, while Samsung rose 6.3%. The index is up 85.6% year-to-date as global capital chases AI-related chip stocks; JPMorgan upgraded Korea's scenarios to 9,000/10,000/6,000 targets citing sustained memory demand and tight inventories, including HBM contracts. Both chipmakers report long-term supply deals with customers, but Samsung faces labor disputes that could hit operating profit by 7–12% if wage costs rise. Retail investors drove much buying while foreign investors took profits.

Chinese electronics distributor Shangluo Electronics said it has not yet obtained agency or distribution rights from memory manufacturers such as SK hynix, according to the company’s statement referenced in the title. The disclosure indicates Shangluo currently lacks formal authorization to act as a sales agent for major DRAM and NAND suppliers, which can affect product sourcing, pricing, and customer confidence in its memory-related business. No further details were provided on whether Shangluo is in talks with SK hynix or other storage vendors, the timeframe for any potential authorization, or how much revenue is tied to memory products. With only the headline available, additional context such as the announcement date, channel strategy, and impacted product lines is not known.

A Chinese-language headline claims that DeepSeek has been “put into” an Apple laptop (“苹果本儿”) and that this enables “lobster freedom” at zero cost (“分币不花实现‘龙虾自由’”), a slang expression implying achieving an aspirational benefit cheaply. No article body, source, date, or supporting details are provided, so it is unclear what specifically happened—whether this refers to installing a DeepSeek app, running a DeepSeek model locally on macOS, using an API, or a promotional offer. The title suggests a focus on low-cost access to AI capabilities on Apple hardware, but there is insufficient information to verify claims, identify key players beyond DeepSeek and Apple, or explain technical and financial specifics.

South Korea's KOSPI index surged over 5% intraday on May 11, 2026, driven in part by a sharp rally in memory chip maker SK Hynix, whose shares jumped as much as 15% during trading. The rapid gains reflect strong investor appetite for Korean equities and major semiconductor names, signaling a broader market risk-on move that could affect regional tech supply chains and chip-related stocks. The article is a brief market flash from 36Kr without detailed catalysts or macro context, but highlights notable volatility in a key tech-heavy index and the outsized impact of a leading memory manufacturer on market performance.

独家：消息人士称，受需求激增推动，Cerebras将IPO定价区间上调至150至160美元 - Yahoo Finance

独家：消息人士称，受需求激增推动，Cerebras将IPO定价区间上调至150至160美元 - Reuters

芯片股也有自己的财报季

Hong Kong's Hang Seng Index was down 0.29% at midday on May 11, while the Hang Seng Tech Index rose 0.04%. Hardware-related sectors led gains—semiconductors, equipment and machinery—with robotics maker Ledong (乐动机器人) surging 128%, Montage Technology (澜起科技) up over 20%, and Sany Heavy Industry rising more than 6%. Decliners included retail, non-ferrous metals and media: Litian Pictures fell over 11%, Lingbao Gold dropped about 10%, and GOME Retail slid more than 7%. Southbound capital flows showed net purchases of HK$3.139 billion. The moves highlight continued investor interest in semiconductor, robotics and industrial hardware plays amid tech-driven sector rotation.

Morgan Stanley (J.P. Morgan) raised its target for South Korea's Kospi index again within a month, citing an improving semiconductor cycle, company governance reforms and industrial sector growth. The bank set a base target of 9,000 points and a bull-case target of 10,000 points, implying roughly 33% upside from last Friday's close; at the end of April it had targets of 7,000 and 8,500. The upgrade signals bullish expectations tied to memory chip demand/price recovery and structural corporate improvements that could bolster Korean equities, particularly semiconductor and industrial companies.

@ViewsOfChris: 不可思议 Unbelievable! 即使在AI SuperCycle里， 作为AI战略资源的内存股市盈率仅为GPU/代工巨头的约1/4，PEG比率更是低至约1/10。 前四家公司（SK海力士、三星、Micron、SanDisk）是领先的

SK Hynix's stock surged further, with gains widening to 12% as reported by 36Kr on May 11, 2026. The brief update did not specify the catalyst, but the move signals strong market interest in the South Korean memory-chip maker amid ongoing sector volatility. SK Hynix is a major player in DRAM and NAND flash markets, so a significant intraday jump matters for semiconductor supply-chain sentiment, investor appetite for memory stocks, and related hardware and cloud infrastructure companies that depend on DRAM/NAND pricing. Traders and industry watchers should look for follow-up reports explaining drivers—earnings, demand outlook, M&A, or policy—to assess broader tech-market implications.

Hong Kong's Hang Seng Index opened down 0.31% while the Hang Seng TECH Index fell 0.48% on May 11, 2026. Semiconductor and hardware equipment sectors led gains—notably Ledong Robotics surged over 102% and Montage Technology (澜起科技) rose over 4%—while retail and software services lagged, with major internet names Baidu dropping over 3% and Alibaba over 1%. The brief market note signals sector rotation within Hong Kong-listed tech and consumer stocks, highlighting outsized moves in robotics and chip-related names versus weakness in internet and retail shares. Traders and tech investors should watch semiconductor and robotics momentum alongside continued pressure on large software and retail platform stocks.

SK Hynix and Samsung Electronics shares each hit record highs on May 11, with SK Hynix rising more than 8% and Samsung up over 5%, according to 36Kr. The price moves reflect strong investor demand for memory and semiconductor stocks amid broader industry momentum. The gains matter for chip-sector valuations and could influence资本市场 sentiment for related suppliers, equipment vendors and AI-focused customers that rely on DRAM and NAND production. Market watchers will watch earnings, capacity plans and geopolitical factors affecting supply chains that could sustain or reverse the rally.