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    <title>Dram on k4i.com</title>
    <link>https://k4i.com/tags/dram/</link>
    <description>Recent content in Dram on k4i.com</description>
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    <lastBuildDate>Thu, 16 Jul 2026 06:42:19 +0300</lastBuildDate>
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    <item>
      <title>Micron&#39;s 8% Drop on the CXMT IPO and HBM Export Rumor Is Positioning, Not a Supply Shock</title>
      <link>https://k4i.com/microns-8-drop-on-the-cxmt-ipo-and-hbm-export-rumor-is-positioning-not-a-supply-shock/</link>
      <pubDate>Thu, 16 Jul 2026 06:42:19 +0300</pubDate>
      <guid>https://k4i.com/microns-8-drop-on-the-cxmt-ipo-and-hbm-export-rumor-is-positioning-not-a-supply-shock/</guid>
      <description>&lt;p&gt;Micron fell roughly 8% on Wednesday, and the tape assigned two culprits: ChangXin Memory Technologies pricing an ~$8.5 billion IPO on Shanghai&amp;rsquo;s STAR Market, and reports that Washington may impose new export controls on high-bandwidth memory. Both are real. Neither changed the memory market. The stock repriced; the physical supply, demand, and pricing that define the actual market did not.&lt;/p&gt;&#xA;&lt;p&gt;The distinction matters because it is the whole argument. The memory market is wafers, contracts, and average selling prices. An IPO is a financing event. Micron shed about $94 billion in market value against a rival worth roughly $85 billion that has not shipped one incremental chip and will not for years. No new supply hit the market because CXMT raised yuan in Shanghai. What moved was sentiment about a future supply path, applied to a name that had run 245% year to date and was overdue for a correction. That is a repricing of positioning, not a change in fundamentals.&lt;/p&gt;</description>
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      <title>The Memory Cycle Will Not End With Saturation: HBM4, CXMT, and What Actually Breaks DRAM Pricing</title>
      <link>https://k4i.com/the-memory-cycle-will-not-end-with-saturation-hbm4-cxmt-and-what-actually-breaks-dram-pricing/</link>
      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/the-memory-cycle-will-not-end-with-saturation-hbm4-cxmt-and-what-actually-breaks-dram-pricing/</guid>
      <description>&lt;p&gt;The consensus bull case for memory is that the market is years away from saturation. On the demand side, that is almost certainly correct. It is also the wrong frame, and investors who anchor on it will be looking in the wrong direction when the cycle turns.&lt;/p&gt;&#xA;&lt;p&gt;Memory downturns have never been caused by demand saturation. They are caused by supply growth outrunning demand growth. Those are different failure modes, and the second one can fire while demand is still compounding at twenty percent.&lt;/p&gt;</description>
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      <title>Lutnick Presses Samsung and SK Hynix to Build US Memory Fabs: What It Means for the Memory Cycle</title>
      <link>https://k4i.com/lutnick-presses-samsung-and-sk-hynix-to-build-us-memory-fabs-what-it-means-for-the-memory-cycle/</link>
      <pubDate>Mon, 13 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/lutnick-presses-samsung-and-sk-hynix-to-build-us-memory-fabs-what-it-means-for-the-memory-cycle/</guid>
      <description>&lt;p&gt;Commerce Secretary Howard Lutnick used a concrete-pouring ceremony at Micron&amp;rsquo;s fab site in Clay, New York, to tell Samsung Electronics and SK hynix that they will build memory fabs in the United States. Not by regulation. By envy. Micron is leading, he said, so the Koreans will feel jealous and ultimately have no choice but to follow.&lt;/p&gt;&#xA;&lt;p&gt;The remarks landed one day before SK hynix listed American Depositary Receipts on the Nasdaq, and ten days after Samsung and SK hynix announced a combined ₩800 trillion investment program in Korea&amp;rsquo;s Honam region. The sequencing is the story. Washington watched two companies that control roughly 60% of the global DRAM market commit a generational capex cycle to their home country, and responded by asking them to commit it somewhere else.&lt;/p&gt;</description>
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    <item>
      <title>Memory Semiconductors July 2026: The 89% Ceiling on Earnings Revisions</title>
      <link>https://k4i.com/memory-semiconductors-july-2026-the-89-ceiling-on-earnings-revisions/</link>
      <pubDate>Wed, 08 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/memory-semiconductors-july-2026-the-89-ceiling-on-earnings-revisions/</guid>
      <description>&lt;p&gt;Morgan Stanley&amp;rsquo;s latest memory note doesn&amp;rsquo;t argue the trade is over — it argues the easy part is. $MU $SNDK $WDC $STX have run on a combination of pricing surprise, inventory drawdown, and relentless upward earnings revisions. The firm now says all three of those engines are running out of runway at the same time, even as it keeps the structural bull case for 2027 fully intact.&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-thesis&#34;&gt;The Thesis&lt;/h2&gt;&#xA;&lt;p&gt;The setup Morgan Stanley describes is &amp;ldquo;peak rate of change,&amp;rdquo; not &amp;ldquo;peak cycle.&amp;rdquo; DRAM price growth is still positive but decelerating year-over-year, the inventory improvement curve has flattened rather than continuing to steepen, and earnings estimate revision breadth for DRAM has reportedly reached roughly 89% — a level that leaves almost no room for further upgrades to surprise the market. None of that requires demand to actually weaken. It just means the stocks have been pricing in acceleration, and acceleration is the one thing that&amp;rsquo;s statistically hard to repeat once revision breadth is already near-universal. The next real catalyst, in MS&amp;rsquo;s framing, is Q2 2026 hyperscaler earnings and capex commentary — a beat-and-raise on cloud capex extends the story, a cautious tone on AI spend, token monetization, or &amp;ldquo;chipflation&amp;rdquo; passthrough gives the correction thesis its opening.&lt;/p&gt;</description>
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      <title>SEMI Warns Washington Off Memory Market Intervention As DRAM Shortage Deepens</title>
      <link>https://k4i.com/semi-warns-washington-off-memory-market-intervention-as-dram-shortage-deepens/</link>
      <pubDate>Fri, 03 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/semi-warns-washington-off-memory-market-intervention-as-dram-shortage-deepens/</guid>
      <description>&lt;p&gt;The chip industry just told the White House to keep its hands off memory pricing.&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-letter&#34;&gt;The Letter&lt;/h2&gt;&#xA;&lt;p&gt;SEMI, the trade association representing chipmakers and equipment suppliers, sent a letter to senior Trump administration officials warning that any government attempt to influence memory prices or production capacity would deepen the historic supply squeeze rather than fix it. The AI buildout is the driver of that squeeze, and SEMI&amp;rsquo;s ask is narrow: keep letting companies sign long-term supply agreements with customers, and extend the tax breaks already aimed at growing US output. In other words, more market mechanism, not less.&lt;/p&gt;</description>
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      <title>Memory Chips: Why The Next AI Device Wave Will Overwhelm Every Forecast</title>
      <link>https://k4i.com/memory-chips-why-the-next-ai-device-wave-will-overwhelm-every-forecast/</link>
      <pubDate>Thu, 02 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/memory-chips-why-the-next-ai-device-wave-will-overwhelm-every-forecast/</guid>
      <description>&lt;p&gt;Every memory forecast published in the last twelve months has been wrong in the same direction: too low. IDC, TrendForce, and Bank of America have each revised DRAM and NAND demand estimates upward multiple times since early 2025, and the pattern is not noise — it is a structural failure of forecasting methodology colliding with a demand curve that refuses to plateau.&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-forecasts-keep-missing-in-one-direction&#34;&gt;The Forecasts Keep Missing In One Direction&lt;/h2&gt;&#xA;&lt;p&gt;The current numbers are already staggering. IDC now expects 2026 DRAM supply growth of only 16% year-on-year, with NAND supply growth at just 17%, both well below the 20-30% historical norms that defined the post-2018 memory market. HBM demand alone is projected to grow 70% year-over-year in 2026, with HBM consuming 23% of total DRAM wafer output, up from 19% the year before. Bank of America forecasts DRAM revenue surging 51% year-over-year and NAND 45%, with ASPs rising 33% and 26% respectively.&lt;/p&gt;</description>
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      <title>Samsung and SK Hynix&#39;s $1.3 Trillion Bet: The Selloff Isn&#39;t a Verdict on AI Memory</title>
      <link>https://k4i.com/samsung-and-sk-hynixs-1.3-trillion-bet-the-selloff-isnt-a-verdict-on-ai-memory/</link>
      <pubDate>Wed, 01 Jul 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/samsung-and-sk-hynixs-1.3-trillion-bet-the-selloff-isnt-a-verdict-on-ai-memory/</guid>
      <description>&lt;p&gt;Samsung and SK Hynix unveiled a combined roughly $1.3 trillion (2,000 trillion won) decade-long investment plan for new fabs, AI data centers, and chip cluster development. Both stocks fell anyway — Samsung down over 5%, SK Hynix down over 3% on the announcement day, following an even sharper 9%+ plunge earlier in the week. The knee-jerk read: investors think the spending is reckless, a repeat of the 2018-2019 memory bust, or proof the AI trade is cracking.&lt;/p&gt;</description>
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      <title>Marvell&#39;s Structera CXL Compresses Server Memory In Hardware At Line Rate, Halving Cost Per Gigabyte As DDR5 Shortages Intensify</title>
      <link>https://k4i.com/marvells-structera-cxl-compresses-server-memory-in-hardware-at-line-rate-halving-cost-per-gigabyte-as-ddr5-shortages-intensify/</link>
      <pubDate>Sat, 27 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/marvells-structera-cxl-compresses-server-memory-in-hardware-at-line-rate-halving-cost-per-gigabyte-as-ddr5-shortages-intensify/</guid>
      <description>&lt;p&gt;CXL was sold as a capacity story: extend the memory pool past the DIMM slots soldered to the motherboard. Marvell&amp;rsquo;s argument with Structera is sharper than that. The pool itself is half-empty. The data sitting in DRAM is compressible, almost no CXL controller touches it, and Structera does — in dedicated silicon, at line rate, invisible to the host.&lt;/p&gt;&#xA;&lt;p&gt;The number circulating is 3.64x, the top of the range Marvell cites for mixed real-world data types, which it claims match or closely approach what host-side LZ4 achieves in software. Field reporting has been more conservative; ServeTheHome quoted Marvell putting practical ratios at 1.8x to 2x. Both numbers point the same way. Even a flat 2:1 halves the effective cost per gigabyte of a memory pool, and memory is the single largest line item in that pool.&lt;/p&gt;</description>
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      <title>DRAM&#39;s Crunch Has No Quick Fix: Why Micron, Samsung and SK Hynix Keep Pricing Power Into 2027</title>
      <link>https://k4i.com/drams-crunch-has-no-quick-fix-why-micron-samsung-and-sk-hynix-keep-pricing-power-into-2027/</link>
      <pubDate>Wed, 24 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/drams-crunch-has-no-quick-fix-why-micron-samsung-and-sk-hynix-keep-pricing-power-into-2027/</guid>
      <description>&lt;p&gt;The Wall Street Journal headline frames the memory shortage as a problem to be solved. It isn&amp;rsquo;t. The more accurate reading of the supply picture is that the crunch is the predictable output of a fixed production base being reallocated toward AI, and there is no near-term lever — industrial or political — that changes that math before 2027. For the three companies that own the supply, that is not a crisis. It is the most durable pricing-power setup the industry has seen in a generation.&lt;/p&gt;</description>
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      <title>Micron, Sandisk, Marvell: Wall Street Stopped Pricing AI Memory and Interconnect as a Commodity Cycle</title>
      <link>https://k4i.com/micron-sandisk-marvell-wall-street-stopped-pricing-ai-memory-and-interconnect-as-a-commodity-cycle/</link>
      <pubDate>Wed, 24 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/micron-sandisk-marvell-wall-street-stopped-pricing-ai-memory-and-interconnect-as-a-commodity-cycle/</guid>
      <description>&lt;p&gt;There is one argument running underneath every chip-stock target reset this week, and it is not really about chips. It is about whether memory, storage, and the wires between accelerators are commodity components that move on the old PC-and-mobile cycle, or mission-critical AI infrastructure whose demand scales with every model upgrade, every reasoning capability, and every agentic deployment.&lt;/p&gt;&#xA;&lt;p&gt;Bank of America just answered that question with its wallet. On June 23 — a day the group was getting hit, not bid — Vivek Arya raised Micron to $1,500 from $950 and reframed DRAM and high-bandwidth memory as structural AI infrastructure rather than a cyclical good. The same desk lifted Marvell to $365 the same session and circulated a note arguing the broader memory-plus-interconnect complex represents another trillion-dollar opportunity for chip names. That is the tell. When one analyst makes the identical structural call across DRAM, NAND, and custom silicon on a down day, it is not a price target. It is a thesis.&lt;/p&gt;</description>
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      <title>DRAM and NAND: The Memory Supercycle Is Just Beginning, With No End in Sight</title>
      <link>https://k4i.com/dram-and-nand-the-memory-supercycle-is-just-beginning-with-no-end-in-sight/</link>
      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/dram-and-nand-the-memory-supercycle-is-just-beginning-with-no-end-in-sight/</guid>
      <description>&lt;p&gt;The memory industry spent thirty years teaching investors one lesson: never believe &amp;ldquo;this time is different.&amp;rdquo; Boom, over-invest, glut, collapse. Price the top early, because the top always comes. That instinct is now the most expensive mistake in semiconductors. The DRAM and NAND supercycle that began in 2024 is not late-cycle. It is early. And the mechanism that has ended every prior memory cycle has been disabled.&lt;/p&gt;&#xA;&lt;h2 id=&#34;the-demand-is-structural-not-cyclical&#34;&gt;The demand is structural, not cyclical&lt;/h2&gt;&#xA;&lt;p&gt;Start with the numbers, because they are not subtle. IDC puts DRAM revenue at $418.6 billion in 2026, up roughly 177 percent year over year, with total memory rising from $226 billion in 2025 to $594.7 billion in 2026 and $790.4 billion in 2027. Bank of America frames the period as a supercycle on the scale of the 1990s boom, with DRAM revenue up 51 percent and NAND up 45 percent. Contract prices through early 2026 rose 90 to 95 percent quarter over quarter. DDR5 spot prices quadrupled from September 2025. Supplier inventories sit at two to four weeks.&lt;/p&gt;</description>
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      <title>HBM Cannibalization and the DRAM Supercycle: The Supply Side of AI&#39;s Token-Growth Curve</title>
      <link>https://k4i.com/hbm-cannibalization-and-the-dram-supercycle-the-supply-side-of-ais-token-growth-curve/</link>
      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/hbm-cannibalization-and-the-dram-supercycle-the-supply-side-of-ais-token-growth-curve/</guid>
      <description>&lt;p&gt;The demand-side case for the AI buildout rests on token consumption going vertical: agentic workflows firing 10 to 20 inference calls per task, enterprise API volumes measured in billions of tokens per minute, hyperscaler revenue compounding faster than capex. That argument has a physical counterpart that rarely gets stated in the same breath. Every one of those tokens is a memory access. The token-growth curve is not an abstraction floating above the supply chain — it is the buyer standing on the other side of the DRAM and HBM order book.&lt;/p&gt;</description>
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      <title>Why the Memory Rally in Micron and SanDisk Is Far From Over</title>
      <link>https://k4i.com/why-the-memory-rally-in-micron-and-sandisk-is-far-from-over/</link>
      <pubDate>Sat, 20 Jun 2026 00:00:00 +0000</pubDate>
      <guid>https://k4i.com/why-the-memory-rally-in-micron-and-sandisk-is-far-from-over/</guid>
      <description>&lt;p&gt;The instinct after a move like this is to call the top. SanDisk has gained more than 4,400% over the past year. Micron has added roughly 810%. Both trade within a few dollars of their 52-week highs. Every rule of thumb says a chart like that is closer to its end than its beginning. The rules of thumb are wrong here, and the reason is structural, not technical.&lt;/p&gt;&#xA;&lt;h2 id=&#34;apple-just-confirmed-the-thesis&#34;&gt;Apple Just Confirmed the Thesis&lt;/h2&gt;&#xA;&lt;p&gt;This week Tim Cook told the Wall Street Journal that price increases across Apple&amp;rsquo;s lineup are unavoidable, and he named memory as the cause. The September iPhone 18 Pro is expected to carry the first higher sticker price, with TechInsights estimating that preserving Apple&amp;rsquo;s margin would require adding roughly $270 to the starting price. The market read Apple shares as a wash. It read the memory names as a green light.&lt;/p&gt;</description>
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