{"id":137678,"date":"2026-08-02T01:51:45","date_gmt":"2026-08-02T01:51:45","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/08\/02\/startup-uses-arm-cores-and-128tb-of-lpddr6-to-smash-ais-memory-wall\/"},"modified":"2026-08-02T01:52:54","modified_gmt":"2026-08-02T01:52:54","slug":"startup-uses-arm-cores-and-128tb-of-lpddr6-to-smash-ais-memory-wall","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/08\/02\/startup-uses-arm-cores-and-128tb-of-lpddr6-to-smash-ais-memory-wall\/","title":{"rendered":"Startup uses Arm cores and 128TB of LPDDR6 to smash AI&#8217;s Memory Wall"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"article-body\">\n<hr id=\"elk-8df94bee-8a2f-11f1-bcfe-13e1e66271f5\"\/>\n<ul id=\"elk-8df94d42-8a2f-11f1-b6d1-f5156f68d70b\">\n<li><strong>Startup replaces Nvidia GPUs with customized Arm-powered AI processing {hardware}<\/strong><\/li>\n<li><strong>Prometheus packs as much as 128TB of unified LPDDR6 reminiscence onboard<\/strong><\/li>\n<li><strong>New server guarantees 1,000\u00d7 extra reminiscence accessible per processor<\/strong><\/li>\n<\/ul>\n<hr id=\"elk-8df94dc4-8a2f-11f1-9696-3f9414e41b02\"\/>\n<p id=\"elk-8df94e32-8a2f-11f1-a252-27266e453346\">Majestic Labs, a startup based in 2023 by former <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/google\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/google\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/google\">Google<\/a> and Meta engineers, has unveiled a server constructed to rival <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/nvidia\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/nvidia\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/nvidia\">Nvidia<\/a>&#8216;s GPU and HBM mixture.<\/p>\n<p>The Tel Aviv-based firm argues that pairing pricey graphics <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/news\/best-processors\" data-url=\"https:\/\/www.techradar.com\/news\/best-processors\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/news\/best-processors\">processors<\/a> with high-bandwidth reminiscence has change into a basically memory-bound and dead-end method for AI inference.<\/p>\n<p><a id=\"elk-seasonal\"\/><\/p>\n<aside data-article-category=\"pro\" data-block-type=\"embed\" data-render-type=\"fte\" data-skip=\"dealsy\" data-widget-type=\"seasonal\" class=\"hawk-root\"\/>\n<p id=\"elk-8df94e32-8a2f-11f1-a252-27266e453346-2\">Its reply is the Prometheus server, which swaps <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/news\/computing-components\/graphics-cards\/best-graphics-cards-1291458\" data-url=\"https:\/\/www.techradar.com\/news\/computing-components\/graphics-cards\/best-graphics-cards-1291458\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/news\/computing-components\/graphics-cards\/best-graphics-cards-1291458\">GPUs<\/a> for Ignite AI Processing Items combining <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/tag\/arm\" data-auto-tag-linker=\"true\" data-url=\"https:\/\/www.techradar.com\/tag\/arm\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/tag\/arm\">Arm<\/a> cores with RISC-V vector and tensor engines.<\/p>\n<div class=\"my-6 w-full overflow-hidden rounded-[10px] lg:my-8\" data-component-name=\"JwPlayer:Carousel\" data-jwp-carousel=\"\" data-jwp-carousel-payload=\"{&quot;ids&quot;:{&quot;playerID&quot;:&quot;APjl6osP&quot;,&quot;searchPlaylistID&quot;:&quot;1v6djO3j&quot;,&quot;divID&quot;:&quot;botr_1v6djO3j_APjl6osP_div&quot;,&quot;fallbackPlaylistID&quot;:&quot;KgQ4BrDw&quot;,&quot;fallbackDivID&quot;:&quot;botr_KgQ4BrDw_APjl6osP_div&quot;,&quot;key&quot;:&quot;ZuubZ0qo8PC91SeYBvrz9lq0zFhLM446gwRNTJacILQ18liS&quot;,&quot;tintLogo&quot;:true,&quot;useSearchPlaylist&quot;:false,&quot;enabled&quot;:true},&quot;signPostingEnabled&quot;:true,&quot;signPostingLinkEnabled&quot;:true,&quot;waitForAdLoad&quot;:false,&quot;hidePlayerOnDesktop&quot;:false,&quot;hidePlayerOnMobile&quot;:false,&quot;hidePlayerOnTablet&quot;:false}\">\n<div class=\"flex flex-nowrap items-center justify-between gap-3 bg-zinc-900 px-[14px] py-3\" data-jwp-carousel-header=\"\">\n<p><span class=\"inline-flex items-center gap-1.5 text-sm font-article-heading capitalize leading-5 text-white whitespace-nowrap\"><span class=\"jwp-carousel-title-mobile\"\/><span class=\"jwp-carousel-title-desktop\">Newest Movies From<\/span><span class=\"jwp-carousel-brand\">TechRadar<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<p><a id=\"elk-8df94ea0-8a2f-11f1-8051-cb1bc9420bed\"\/><\/p>\n<h2 id=\"a-different-way-to-scale-memory-3\">A unique method to scale reminiscence<\/h2>\n<p id=\"elk-8df94f0e-8a2f-11f1-b4f2-fd537b0b25fc\">Every Prometheus server can home as much as 12 AIUs, sharing between 8 TB and 128 TB of LPDDR6 reminiscence throughout one contiguous, coherent pool.<\/p>\n<p>That reminiscence pool is accessed by means of customized reminiscence aggregation chiplets linked by copper cables as much as one metre lengthy as a substitute of reminiscence connected on to GPU packages.<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pt-2 pb-0 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 text-[length:var(--article-river-title--font-size,1em)] uppercase sm:text-[length:var(--article-river-title--font-size,0.875em)] font-bold&#10;        \"><br \/>\n            You might like<br \/>\n        <\/span><\/p>\n<\/aside>\n<p>A regular 40U rack can maintain 4 such servers, drawing 120 kW complete and cooled by means of cold-plate liquid programs somewhat than air.<\/p>\n<p>By comparability, an Nvidia DGX B300 system with eight Blackwell GPUs affords 2.3 TB of HBM3e plus as much as 4 TB of DDR5 system reminiscence.<\/p>\n<div id=\"slice-container-newsletterForm-articleInbodyContent-adiRNFVE6cQtAtFzFtK6HT\" class=\"slice-container newsletter-inbodyContent-slice newsletterForm-articleInbodyContent-adiRNFVE6cQtAtFzFtK6HT slice-container-newsletterForm\">\n<div data-hydrate=\"true\" class=\"newsletter-form__wrapper newsletter-form__wrapper--inbodyContent\">\n<div class=\"newsletter-form__container\">\n<section class=\"newsletter-form__top-bar\"\/>\n<section class=\"newsletter-form__main-section\">\n<p class=\"newsletter-form__strapline\">Signal as much as the TechRadar Professional publication to get all the highest information, opinion, options and steering your online business must succeed!<\/p>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<p>Majestic claims its structure subsequently delivers over 50 occasions extra quick reminiscence than that rival configuration, alongside 1.7 occasions its interconnect bandwidth.<\/p>\n<p>\u201cOne Majestic rack holds the quick reminiscence capability of 25 Nvidia NVL72 Vera Rubin racks at a fraction of the facility,\u201d Majestic Lab mentioned.<\/p>\n<p>\u201cOrganizations that would by no means justify hyperscaler infrastructure can now run any workload. Actually, there could be as much as \u201c1000\u00d7 extra reminiscence per processor.\u201d<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pt-2 pb-0 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 text-[length:var(--article-river-title--font-size,1em)] uppercase sm:text-[length:var(--article-river-title--font-size,0.875em)] font-bold&#10;        \"><br \/>\n            What to learn subsequent<br \/>\n        <\/span><\/p>\n<\/aside>\n<p><a id=\"elk-8df94f7c-8a2f-11f1-b98a-05ad746817e0\"\/><\/p>\n<h2 id=\"performance-claims-await-broader-testing-3\">Efficiency claims await broader testing<\/h2>\n<p id=\"elk-8df94fea-8a2f-11f1-a7e6-d16b8f6f7cf2\">Majestic Labs says the Prometheus server might value between 10 and 50 occasions lower than a GPU system of equal efficiency as soon as it ships subsequent yr, whereas consuming much less electrical energy per rack.<\/p>\n<p>The server is designed to be OCP-compliant and can help PyTorch, vLLM and OpenAI&#8217;s Triton frameworks, letting present AI fashions run with out modification.<\/p>\n<p>Based by CEO Ofer Shacham, President Sha Rabii and COO Masumi Reynders, the corporate employs round 40 folks throughout Tel Aviv and Los Angeles and raised $100 million in an A-round late in 2025.<\/p>\n<p>It claims to have already acquired vital orders from giant enterprises, neoclouds and hyperscalers.<\/p>\n<p>But a number of particulars stay unclear, together with what number of reminiscence aggregation chiplets a single server really requires.<\/p>\n<p>If a 128 TB configuration depends on broadly accessible 2 GB LPDDR6 dies, it might want roughly 64,000 of them, implying effectively over 100 aggregation chiplets per server.<\/p>\n<p>The numbers Majestic Labs presents are hanging, however they continue to be the startup&#8217;s personal projections forward of any unbiased benchmarking or shipped {hardware}.<\/p>\n<p>Enterprise patrons contemplating a shift away from established GPU distributors might have to attend for unbiased validation to confirm Majestic&#8217;s claims.<\/p>\n<p>By way of <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.blocksandfiles.com\/ai-ml\/2026\/07\/23\/majestic-labs-wants-to-solve-memory-bound-gpu-problem\/5277163\" target=\"_blank\" rel=\"nofollow\" data-url=\"https:\/\/www.blocksandfiles.com\/ai-ml\/2026\/07\/23\/majestic-labs-wants-to-solve-memory-bound-gpu-problem\/5277163\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\"><em>Blocks and Files<\/em><\/a><\/p>\n<hr id=\"elk-8df95058-8a2f-11f1-aa19-f13d8afadd35\"\/>\n<figure class=\"van-image-figure inline-layout\" data-bordeaux-image-check=\"\" id=\"elk-8df9510c-8a2f-11f1-a3a1-5599b5162580\">\n<div class=\"image-full-width-wrapper\">\n<div class=\"image-widthsetter\" style=\"max-width:676px;\">\n<p class=\"vanilla-image-block\" style=\"padding-top:31.51%;\"> <picture data-new-v2-image=\"true\"><source type=\"image\/webp\" srcset=\"https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 1200w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 1024w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 970w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-650-80.jpg.webp 650w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-480-80.jpg.webp 480w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-320-80.jpg.webp 320w\" sizes=\"(min-width: 1000px) 970px, calc(100vw - 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