{"id":24018,"date":"2026-03-19T15:16:07","date_gmt":"2026-03-19T06:16:07","guid":{"rendered":"https:\/\/aireviewirush.com\/?p=24018"},"modified":"2026-03-19T15:16:07","modified_gmt":"2026-03-19T06:16:07","slug":"will-demand-for-native-ai-delay-the-reminiscence-scarcity","status":"publish","type":"post","link":"https:\/\/aireviewirush.com\/?p=24018","title":{"rendered":"Will Demand For Native AI Delay the Reminiscence Scarcity?"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"article\">\n<p>The <a href=\"https:\/\/www.pcmag.com\/explainers\/how-to-save-on-desktop-pc-memory-ram-shortage\" target=\"_self\" rel=\"noopener\">reminiscence scarcity<\/a> has been blamed on AI knowledge middle demand. However may the rising curiosity in working AI from your house make issues worse?\u00a0<\/p>\n<p>The CEO of Phison, a Taiwanese reminiscence controller and NAND flash vendor, is predicting the shift towards working AI packages on native {hardware} dangers pushing the availability hole out for a number of years, and even probably as much as a decade.\u00a0<\/p>\n<p>\u201cThe AI demand just isn&#8217;t going to decelerate,\u201d Khein Seng Pua advised PCMag in an interview at Nvidia\u2019s GTC occasion in San Jose, California.\u00a0<\/p>\n<p>Pua spoke to us as information emerged that one of many main reminiscence suppliers, SK Hynix, is already <a href=\"https:\/\/www.pcmag.com\/news\/a-leading-supplier-warns-memory-shortage-to-last-until-2030\" target=\"_self\" rel=\"noopener\">projecting<\/a> the reminiscence scarcity will final 4 or 5 years, quite than merely two.\u00a0SK Hynix is pointing to a shortage of wafers, the foundational base that chips are constructed on.\u00a0<\/p>\n<p>Nevertheless, Pua says rising curiosity in <a href=\"https:\/\/www.pcmag.com\/news\/openclaw-is-the-hot-new-ai-agent-but-is-it-safe-to-use\" target=\"_self\" rel=\"noopener\">OpenClaw<\/a>, the open-source autonomous AI agent you could run over a PC, is another excuse why the reminiscence trade will wrestle to handle the demand in coming years.\u00a0<\/p>\n<p>\u201cIn these few weeks, in China, OpenClaw is getting fashionable. It\u2019s getting loopy, proper? Don\u2019t you consider that customers will ultimately set up OpenClaw on-premise?\u201d he requested. Pua famous {that a} current Phison reminiscence cargo to a Chinese language PC vendor shortly offered out as a result of Chinese language prospects had been shopping for Intel\u2019s \u201c<a href=\"https:\/\/www.pcmag.com\/news\/intel-panther-lake-core-ultra-x9-benchmark-tests\" target=\"_self\" rel=\"noopener\">Panther Lake<\/a>\u201d laptops to run OpenClaw.\u00a0<\/p>\n<p>At GTC, Nvidia&#8217;s CEO Jensen Huang even <a href=\"https:\/\/www.pcmag.com\/news\/nvidia-opens-dgx-station-orders-introduces-nemoclaw-gtc\" target=\"_self\" rel=\"noopener\">mentioned<\/a> of OpenClaw, &#8220;That is as huge of a deal as HTML. That is as huge of a deal as Linux. We&#8217;ve now a world-class open agentic framework.&#8221;<\/p>\n<p>Nevertheless, Pua sees a close to future the place a rising variety of customers will need to run extra superior AI fashions, together with for video era, that want extra reminiscence for one of the best efficiency, far past merely 16GB of RAM or 512 GB of storage. \u201cIn two years, the PC can positively run <a href=\"https:\/\/www.pcmag.com\/encyclopedia\/term\/ai-inference\" target=\"_self\" rel=\"noopener\">AI inference<\/a>, possibly OpenClaw or one thing,\u201d he mentioned.\u00a0However it will create extra shopper demand for reminiscence when AI knowledge facilities will proceed to gobble up the provides. <\/p>\n<p><img decoding=\"async\" class=\"\" src=\"https:\/\/i.pcmag.com\/imagery\/articles\/04Sw4t8LEzjbQ3lK8X91mD6-3.png\" data-lazy-sized=\"\" alt=\"Nvidia DGX\" data-image-path=\"articles\/04Sw4t8LEzjbQ3lK8X91mD6-3.png\"\/><\/p>\n<p>\n    <small>Corporations together with Nvidia, AMD and Apple are beginning to provide mini PCs and laptops with 128GB of RAM, able to working bigger AI fashions, however the merchandise can vary from $3,000 to round $5,000.\u00a0Above Nvidia&#8217;s DGX Spark merchandise are proven at GTC. (PCMag)<\/small>\n<\/p>\n<p>Within the short-term, Pua mentioned the reminiscence scarcity is forcing smartphone and PC distributors to accept decrease storage configurations. He predicts by Q3 extra PCs will arrive with solely 256GB of storage, down from 1TB. Throughout this time, Nvidia will possible begin delivery the corporate\u2019s new \u201c<a href=\"https:\/\/www.pcmag.com\/news\/nvidia-to-upgrade-ai-chatbot-performance-with-new-lpu-chip-gtc-2026\" target=\"_self\" rel=\"noopener\">Vera Rubin<\/a>\u201d chips for knowledge facilities, which can take in much more SSD chips, additional worsening the reminiscence crunch.\u00a0<\/p>\n<div class=\"safari:invisible chrome:invisible\">\n<div class=\"ziff-component relative m-auto my-12 border-b border-t border-black bg-white py-4 md:my-16 md:p-6 md:px-4\" role=\"region\" aria-label=\"Newsletter Sign-Up\" x-data=\"window.newsletters()\" x-init=\"initNewsletter({&quot;id&quot;:1,&quot;list_id&quot;:17768392,&quot;status&quot;:&quot;Published&quot;,&quot;title&quot;:&quot;What's New Now&quot;,&quot;deck&quot;:&quot;Your daily dose of the best new products, the latest tech news, and expert advice from the editors of PCMag.&quot;,&quot;slug&quot;:&quot;whats-new-now&quot;,&quot;courier_list&quot;:&quot;Whats New Now&quot;,&quot;image&quot;:{&quot;path&quot;:&quot;newsletters\/17768392.jpg&quot;,&quot;metadata&quot;:{&quot;altText&quot;:&quot;whats new now&quot;,&quot;attribution&quot;:&quot;unknown&quot;}},&quot;preview_link&quot;:&quot;https:\/\/secure.campaigner.com\/csb\/Public\/show\/g6xi-2w64h8--191g70-juom6cn6&quot;,&quot;contextual_title&quot;:&quot;Your Daily Dose of Our Top Tech News&quot;,&quot;contextual_tagline&quot;:null,&quot;contextual_image&quot;:{&quot;path&quot;:&quot;newsletters\/17768392-contextual.png&quot;,&quot;metadata&quot;:{&quot;altText&quot;:&quot;What's New Now Newsletter Image&quot;,&quot;attribution&quot;:&quot;Credit: PCMag&quot;}},&quot;contextual_deck&quot;:&quot;Sign up for our What's New Now newsletter to receive the latest news, best new products, and expert advice from the editors of 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Regulate your inbox!<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>\u201c256 (GB) for PC customers, is that sufficient or not? No,\u201d he mentioned. \u201cHowever we predict for these two years, you don&#8217;t have any resolution.\u201d He expects the identical reminiscence tightening to happen for smartphones too, with configurations shifting to as little as 64GB in storage.<\/p>\n<p>Though the reminiscence trade is <a href=\"https:\/\/www.pcmag.com\/news\/micron-pledges-24-billion-for-new-memory-fab-but-theres-a-catch\" target=\"_self\" rel=\"noopener\">investing<\/a> in new fabs, Pua estimates the additional manufacturing will solely quantity to a 40% improve once they begin coming on-line round 2028. \u201cAfter two years, it\u2019s 40%, however demand is already 2x,\u201d he mentioned. The reminiscence trade will make investments once more solely to see demand improve \u201c3x,\u201d he added.\u00a0<\/p>\n<p>Because of this, Pua expects the electronics trade will want \u201cthree cycles\u201d of reminiscence funding earlier than provides can really meet the demand, that means the scarcity may span so long as 10 years. \u201cSo first cycle (of funding), second cycle, third cycle it might go (away). I\u2019m saying <em>could<\/em>,\u201d he emphasised.\u00a0<\/p>\n<p><img decoding=\"async\" class=\"\" src=\"https:\/\/i.pcmag.com\/imagery\/articles\/04Sw4t8LEzjbQ3lK8X91mD6-2.png\" data-lazy-sized=\"\" alt=\"LLM running on phison\" data-image-path=\"articles\/04Sw4t8LEzjbQ3lK8X91mD6-2.png\"\/><\/p>\n<p>\n    <small>Phison exhibiting their merchandise working AI fashions at Nvidia&#8217;s GTC.  (PCMag)<\/small>\n<\/p>\n<p>For now, Phison can solely serve 30% to 40% of its prospects\u2019 wants. The scarcity has been so extreme {that a} Japanese elevator firm known as two weeks in the past, asking for assist securing a mere 500 items of SSD provides. However to resolve the scarcity, Pua says it\u2019s finally as much as the main reminiscence suppliers, equivalent to SK Hynix, Micron and Samsung, to put money into new capability.\u00a0<\/p>\n<p>That is why Pua has been pointing to the rising demand for working AI regionally when speaking to the reminiscence suppliers. \u201cThey&#8217;ve to speculate extra due to market want, however once they make investments extra, they are saying \u2018Oh, how about subsequent 12 months, market oversupply?\u2019 I\u2019m telling them \u2018No should be afraid as a result of edge gadget AI is coming. So please make investments extra,\u2019\u201d he mentioned.<\/p>\n<p>Phison has already been making an attempt to put the groundwork by creating <a href=\"https:\/\/www.phison.com\/en\/category\/article\/press-releases\/phison-rescales-local-ai-inferencing-with-flash-memory-expansion\" target=\"_blank\" title=\"(Opens in a new tab)\" rel=\"noopener\">reminiscence techniques<\/a> that may run AI packages even on decrease specs. &#8220;It means you begin educating the customers doing AI on-premise. However sadly, 16GB with 1TB of SSD is barely &#8216;good-to-use,&#8217; not one of the best efficiency,&#8221; he mentioned. &#8220;Why we&#8217;re utilizing low capability is due to the scarcity. We allow this market. Two years later, when DRAM has a brand new output, it will go to 64 (GB), and 2TB or 4TB.&#8221;<\/p>\n<p>&#8220;If you&#8217;re the reminiscence firm CEO, are you going to take this story or not?&#8221; he requested, pointing to the income alternative for the trade if tens of thousands and thousands of PC shipments change to increased reminiscence specs. <\/p>\n<p>Pua additionally half-jokingly mentioned he solely sees a decelerate in AI investments if World Battle III happens. However a extra lifelike situation is oil costs skyrocketing as a result of ongoing US-Iran conflict, though Phison\u2019s CEO expects President Trump will de-escalate earlier than issues spiral uncontrolled. \u201cHe cares extra about Wall Road,\u201d Pua mentioned.\u00a0<\/p>\n<section class=\"rich-text my-16 flex flex-col gap-6\" data-parent-group=\"author-bio\" aria-label=\"About Our Expert\">\n<h2 class=\"!m-0\"><span class=\"ez-toc-section\" id=\"About_Our_Professional\"><\/span>About Our Professional<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"flex flex-col gap-8\">\n<div class=\"flex flex-col gap-6 rounded-lg bg-white p-6 text-gray-700 shadow-box md:p-10\" id=\"flyout\" role=\"tooltip\" aria-label=\"Author Bio Flyout\">\n<div class=\"font-stretch-ultra-condensed flex items-center justify-between leading-tight\">\n<div class=\"flex gap-4\">\n                                                            <img decoding=\"async\" class=\"size-[60px] shrink-0 overflow-hidden rounded-full bg-gray-100 ring ring-white\" src=\"https:\/\/i.pcmag.com\/imagery\/authors\/06W4G6A5rmg4LxEffqKnnc6.fit_lim.size_100x100.v1560221550.png\" alt=\"Michael Kan\"\/><\/p>\n<div class=\"flex flex-col justify-center gap-1\">\n<p>Michael Kan<\/p>\n<p>Senior Reporter<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<hr class=\"!m-0 border-t border-gray-300\"\/>\n<div class=\"flex flex-col gap-2\">\n<p>Expertise<\/p>\n<div class=\"rich-text line-clamp-[7] text-base leading-normal\">\n<p>I have been a journalist for over 15 years. I received my begin as a faculties and cities reporter in Kansas Metropolis and joined PCMag in 2017, the place I cowl satellite tv for pc web companies, cybersecurity, PC {hardware}, and extra. I am at present based mostly in San Francisco, however beforehand spent over 5 years in China, overlaying the nation&#8217;s expertise sector.<\/p>\n<p>Since 2020, I&#8217;ve lined the launch and explosive development of SpaceX&#8217;s Starlink satellite tv for pc web service, writing 600+ tales on availability and have launches, but additionally the regulatory battles over the enlargement of satellite tv for pc constellations, fights with rival suppliers like AST SpaceMobile and Amazon, and the hassle to broaden into satellite-based cell service. I&#8217;ve combed via FCC filings for the most recent information and pushed to distant corners of California to check Starlink&#8217;s mobile service. <\/p>\n<p>I additionally cowl cyber threats, from ransomware gangs to the emergence of AI-based malware. Earlier this 12 months, <a href=\"https:\/\/www.pcmag.com\/news\/did-avast-sell-your-data-heres-how-to-get-a-piece-of-the-ftc-settlement\" target=\"_self\" rel=\"noopener\">the FTC pressured Avast<\/a> to pay shoppers $16.5 million for secretly harvesting and promoting their private info to third-party shoppers, as revealed in my joint <a href=\"https:\/\/www.pcmag.com\/news\/the-cost-of-avasts-free-antivirus-companies-can-spy-on-your-clicks\" target=\"_self\" rel=\"noopener\"><u>investigation<\/u><\/a> with Motherboard.<\/p>\n<p>I additionally cowl the PC graphics card market. Pandemic-era shortages <a href=\"https:\/\/www.pcmag.com\/news\/i-camped-out-at-best-buy-to-get-an-rtx-3000-graphics-card-feel-my-pain\" target=\"_self\" rel=\"noopener\">led me to camp out<\/a> in entrance of a Finest Purchase to get an RTX 3000. I am now following how President Trump&#8217;s tariffs will have an effect on the trade. I am all the time wanting to study extra, so please bounce within the feedback with suggestions and ship me ideas.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<p>                                        <a class=\"w-fit self-end text-base font-bold uppercase leading-none underline\" data-module=\"author-bio\" data-element=\"read-full-bio\" data-item=\"text_link\" data-position=\"1\" href=\"https:\/\/www.pcmag.com\/authors\/michael-kan\" aria-label=\"Michael Kan &#039;s Full Author Bio\" x-track-ga-click=\"\" target=\"_blank\" rel=\"noopener\"><br \/>\n                        Learn Full Bio<br \/>\n                    <\/a>\n                <\/div>\n<\/p><\/div>\n<\/section><\/div>\n<p><script>\n    var facebookPixelLoaded = false;\n    window.addEventListener('load', function() {\n        document.addEventListener('scroll', facebookPixelScript);\n        document.addEventListener('mousemove', facebookPixelScript);\n    });\n    function facebookPixelScript() {\n        if (!facebookPixelLoaded) {\n            facebookPixelLoaded = true;\n            document.removeEventListener('scroll', facebookPixelScript);\n            document.removeEventListener('mousemove', facebookPixelScript);\n            window.zdconsent.cmd.push(function() {\n                ! function(f, b, e, v, n, t, s) {\n                    if (f.fbq) return;\n                    n = f.fbq = function() {\n                        n.callMethod ? n.callMethod.apply(n, arguments) : n.queue.push(arguments)\n                    };\n                    if (!f._fbq) f._fbq = n;\n                    n.push = n;\n                    n.loaded = !0;\n                    n.version = '2.0';\n                    n.queue = [];\n                    t = b.createElement(e);\n                    t.async = !0;\n                    t.src = v;\n                    s = b.getElementsByTagName(e)[0];\n                    s.parentNode.insertBefore(t, s)\n                }(window, document, 'script', '\/\/connect.facebook.net\/en_US\/fbevents.js');\n                fbq('init', '454758778052139');\n                fbq('track', \"PageView\");\n            });\n        }\n    }\n<\/script><br \/>\n<br \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The reminiscence scarcity has been blamed on AI knowledge middle demand. However may the rising curiosity in working AI from your house make issues worse?\u00a0 The CEO of Phison, a Taiwanese reminiscence controller and NAND flash vendor, is predicting the shift towards working AI packages on native {hardware} dangers pushing the availability hole out for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24020,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":{"0":"post-24018","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-input-devices"},"_links":{"self":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24018","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24018"}],"version-history":[{"count":1,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24018\/revisions"}],"predecessor-version":[{"id":24019,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24018\/revisions\/24019"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/media\/24020"}],"wp:attachment":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24018"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24018"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24018"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}