{"id":23258,"date":"2026-01-07T08:00:25","date_gmt":"2026-01-06T23:00:25","guid":{"rendered":"https:\/\/minnano-rakuraku.com\/contents\/?p=23258"},"modified":"2026-01-16T09:51:52","modified_gmt":"2026-01-16T00:51:52","slug":"cgla-en","status":"publish","type":"post","link":"https:\/\/minnano-rakuraku.com\/contents\/en\/cgla-en-23258\/","title":{"rendered":"Can Former PlayStation Engineers Dethrone NVIDIA? Meet the Japanese AI Chip Slashing Power Use by 90%"},"content":{"rendered":"<p>While the world marvels at the rapid evolution of Generative AI like <strong>ChatGPT<\/strong> and <strong>Gemini<\/strong>, a silent crisis is brewing in the background: the staggering energy consumption of the data centers powering these models. As the tech industry grapples with an ongoing <strong>NVIDIA GPU<\/strong> shortage and soaring electricity costs, a group of legendary engineers from Japan is stepping up with a potential game-changer.<\/p>\n<p>The team behind the iconic hardware of the <strong>PlayStation 2<\/strong> and <strong>PlayStation 3<\/strong> has reunited to tackle AI&#8217;s biggest bottleneck. Their weapon? A revolutionary new chip architecture called <strong>CGLA<\/strong>, which claims to reduce power consumption by a staggering <strong>90%<\/strong> compared to traditional NVIDIA GPUs.<\/p>\n<p>In this article, we\u2019ll dive into the technology developed by the Japanese startup <strong>LENZO<\/strong>, explore how CGLA differs from current industry standards like Google\u2019s TPU, and see how it might reshape the future of artificial intelligence.<\/p>\n<div class=\"related-posts-container\"><h5 class=\"related-posts-title\">Related Post<\/h5><div class=\"related-posts-list\"><div class=\"related-post-card-item\">\n                        <a href=\"https:\/\/minnano-rakuraku.com\/contents\/en\/gemini3flash-en-23038\/\" target=\"_blank\" rel=\"noopener noreferrer\">\n                            <div class=\"card-item-img\">\n                                <img decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2025\/12\/gemini3flash_top-300x127.webp\" width=\"300\" height=\"127\" alt=\"Is Gemini 3 Flash Free? Speed, Pricing, and How It Beats GPT-5.2 &#038; Gemini 3 Pro\" loading=\"lazy\">\n                            <\/div>\n                            <div class=\"card-item-content\">\n                                <h6 class=\"card-item-title\">Is Gemini 3 Flash Free? Speed, Pricing, and How It Beats GPT-5.2 &#038; Gemini 3 Pro<\/h6>\n                                <p class=\"card-item-excerpt\">&quot;Google just dropped a new AI, but what makes it special?&quot; &quot;Should I use Gemini 3 Pro or the new Flash model?&quot; &quot;Is it actually better than ChatGPT? Should I switch?&quot; If these questions are on your mind, you aren&#039;t alone. On December 17, 2025, Google shook up the AI...<\/p>\n                            <\/div>\n                        <\/a>\n                    <\/div><\/div><\/div>\n<h2>What is CGLA? The &#8220;Dream Team&#8221; Reinventing AI Efficiency<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2026\/01\/cgla_lenzo.jpg\" alt=\"LENZO\u682a\u5f0f\u4f1a\u793e\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\u30ad\u30e3\u30d7\u30c1\u30e3\" width=\"600\" height=\"338\" class=\"aligncenter\" \/><\/p>\n<p style=\"text-align: right;\">(Source: <a href=\"https:\/\/lenzo.co.jp\/\" target=\"_blank\" rel=\"noopener\">Lenzo<\/a>)<\/p>\n<p><strong>CGLA<\/strong> stands for <strong>Coarse Grained Linear Array<\/strong>. It is a novel architecture designed from the ground up to maximize AI processing efficiency.<\/p>\n<p>The startup behind this breakthrough, <a href=\"https:\/\/lenzo.co.jp\/\" target=\"_blank\" rel=\"noopener\"><strong>LENZO<\/strong><\/a>, is led by a &#8220;dream team&#8221; of Japanese engineering. The roster includes the veteran designers of the PlayStation\u2019s core CPUs and supercomputer experts from <strong>Fujitsu<\/strong>. These engineers are now applying their decades of experience\u2014honed by squeezing every drop of performance out of gaming consoles\u2014to solve the energy crisis in AI.<\/p>\n<h2>The Secret to 90% Energy Savings: Stopping the &#8220;Data Commute&#8221;<\/h2>\n<p>The primary reason current AI chips consume so much power isn&#8217;t actually the &#8220;calculating&#8221; itself\u2014it\u2019s the <strong>moving<\/strong> of data. Research from NVIDIA shows that moving data just 1mm within a chip consumes more energy (26 picojoules) than the actual computation (20 picojoules).<\/p>\n<p>Traditional CPUs and GPUs use what is known as the <strong>&#8220;von Neumann architecture,&#8221;<\/strong> where the processing unit and memory are separate.<\/p>\n<p>Think of it like a kitchen:<\/p>\n<ul>\n<li><strong>The Processor<\/strong> is your cutting board.<\/li>\n<li><strong>The Memory<\/strong> is your refrigerator.<\/li>\n<\/ul>\n<p>In current chips, every time the &#8220;cook&#8221; needs to chop a vegetable, they have to walk all the way to the fridge and back. This constant commuting wastes an incredible amount of energy.<\/p>\n<p><strong>CGLA changes the game<\/strong> by using a &#8220;data-flow&#8221; model. Instead of separate units, CGLA aligns processing units and small memory cells in a linear row. Data flows like a <strong>bucket brigade<\/strong>: as soon as one person finishes their task, they hand it to the person right next to them. By physically minimizing the distance data must travel, CGLA virtually eliminates the &#8220;commute,&#8221; resulting in drastic power savings.<\/p>\n<div class=\"related-posts-container\"><h5 class=\"related-posts-title\">Related Post<\/h5><div class=\"related-posts-list\"><div class=\"related-post-card-item\">\n                        <a href=\"https:\/\/minnano-rakuraku.com\/contents\/en\/gpt5-2-en-22955\/\" target=\"_blank\" rel=\"noopener noreferrer\">\n                            <div class=\"card-item-img\">\n                                <img decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2025\/12\/gpt5-2_top-300x169.webp\" width=\"300\" height=\"169\" alt=\"ChatGPT\u2019s \u201cCode Red\u201d Update: GPT-5.2 Release Date, Pricing, and Gemini 3 Comparison\" loading=\"lazy\">\n                            <\/div>\n                            <div class=\"card-item-content\">\n                                <h6 class=\"card-item-title\">ChatGPT\u2019s \u201cCode Red\u201d Update: GPT-5.2 Release Date, Pricing, and Gemini 3 Comparison<\/h6>\n                                <p class=\"card-item-excerpt\">OpenAI&#039;s evolution isn&#039;t slowing down. But what actually makes GPT-5.2 so special? Is it smarter than Google&#039;s Gemini? And what does it cost? On December 11, 2025, OpenAI dropped a bombshell on the tech world with the surprise release of its latest model, GPT-5.2. Rumors are swirling that this wasn&#039;t...<\/p>\n                            <\/div>\n                        <\/a>\n                    <\/div><\/div><\/div>\n<h2>CGLA vs. NVIDIA GPU vs. Google TPU: The &#8220;Goldilocks&#8221; Solution<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2025\/12\/googletpu_googlenvidia.jpg\" alt=\"Google NVIDIA\" width=\"600\" height=\"338\" class=\"aligncenter\" \/><\/p>\n<p>How does CGLA stack up against the titans of the industry?<\/p>\n<ul>\n<li><strong>NVIDIA GPU: Flexible but Power-Hungry.<\/strong> GPUs are the versatile &#8220;all-rounders&#8221; of the AI world. They can handle almost any task, but their general-purpose nature leads to the &#8220;von Neumann bottleneck,&#8221; consuming massive amounts of power. It&#8217;s often compared to using a sledgehammer for delicate surgery.<\/li>\n<li><strong>Google TPU: Efficient but Rigid.<\/strong> <a href=\"https:\/\/minnano-rakuraku.com\/contents\/en\/googletpu-en-22852\/\" target=\"_blank\" rel=\"noopener\">Google\u2019s Tensor Processing Unit (TPU)<\/a> is highly specialized for AI matrix math, moving data like a conveyor belt (Systolic Array). It\u2019s very fuel-efficient but &#8220;inflexible&#8221;\u2014it\u2019s built for specific calculations and can\u2019t easily adapt if AI models change.<\/li>\n<li><strong>CGLA: The Best of Both Worlds.<\/strong> CGLA aims to provide the <strong>efficiency of a TPU<\/strong> with the <strong>flexibility of a GPU<\/strong>. Its defining feature is being <strong>&#8220;Configurable&#8221;<\/strong>\u2014meaning the internal circuitry can be reprogrammed via software to optimize for different AI models.<\/li>\n<\/ul>\n<div class=\"related-posts-container\"><h5 class=\"related-posts-title\">Related Post<\/h5><div class=\"related-posts-list\"><div class=\"related-post-card-item\">\n                        <a href=\"https:\/\/minnano-rakuraku.com\/contents\/en\/googletpu-en-22852\/\" target=\"_blank\" rel=\"noopener noreferrer\">\n                            <div class=\"card-item-img\">\n                                <img decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2025\/12\/googletpu_top-300x169.webp\" width=\"300\" height=\"169\" alt=\"The AI Chip War: Can Google\u2019s TPU Overthrow NVIDIA\u2019s GPU Dominance with a Cost Revolution?\" loading=\"lazy\">\n                            <\/div>\n                            <div class=\"card-item-content\">\n                                <h6 class=\"card-item-title\">The AI Chip War: Can Google\u2019s TPU Overthrow NVIDIA\u2019s GPU Dominance with a Cost Revolution?<\/h6>\n                                <p class=\"card-item-excerpt\">An enormous tectonic shift is underway in the AI industry. The long-standing fortress of NVIDIA, the undisputed king of AI chips, is finally showing cracks. The epicenter of this shake-up is the Tensor Processing Unit (TPU), an AI-specific chip custom-developed by Google. We are even seeing market sentiment show an...<\/p>\n                            <\/div>\n                        <\/a>\n                    <\/div><\/div><\/div>\n<h2>Future-Proofing for the Post-Transformer Era<\/h2>\n<p>The AI landscape moves at lightning speed. While &#8220;Transformers&#8221; (the tech behind GPT) are the current standard, new models like &#8220;Mamba&#8221; are already emerging.<\/p>\n<p>Because CGLA is software-configurable, it doesn&#8217;t become obsolete when a new AI architecture debuts. Engineers can simply &#8220;rewire&#8221; the chip\u2019s internal logic to handle new types of math. This longevity gives it a significant edge over traditional fixed-function ASIC chips.<\/p>\n<h2>The Road Ahead: Overcoming the &#8220;CUDA&#8221; Moat<\/h2>\n<p>The biggest challenge for LENZO isn&#8217;t the hardware\u2014it&#8217;s <strong>CUDA<\/strong>. <a href=\"https:\/\/www.nvidia.com\/\" target=\"_blank\" rel=\"noopener\">NVIDIA<\/a> has built a massive software ecosystem that AI developers rely on. To break through, LENZO plans to target specific markets first, such as <strong>inference servers<\/strong> in data centers (where power costs are the #1 concern) and crypto mining.<\/p>\n<p>As global cloud providers look for ways to reduce their dependency on NVIDIA and slash their carbon footprints, CGLA emerges as a powerful alternative.<\/p>\n<div class=\"related-posts-container\"><h5 class=\"related-posts-title\">Related Post<\/h5><div class=\"related-posts-list\"><div class=\"related-post-card-item\">\n                        <a href=\"https:\/\/minnano-rakuraku.com\/contents\/en\/palworldlawsuit-en-22394\/\" target=\"_blank\" rel=\"noopener noreferrer\">\n                            <div class=\"card-item-img\">\n                                <img decoding=\"async\" src=\"https:\/\/minnano-rakuraku.com\/contents\/wp-content\/uploads\/2025\/11\/palworldlawsuit_eyecatch-300x169.webp\" width=\"300\" height=\"169\" alt=\"Nintendo&#8217;s Palworld Patent War Backfires: Why the USPTO is Challenging the &#8216;Summoning&#8217; Patent\" loading=\"lazy\">\n                            <\/div>\n                            <div class=\"card-item-content\">\n                                <h6 class=\"card-item-title\">Nintendo&#8217;s Palworld Patent War Backfires: Why the USPTO is Challenging the &#8216;Summoning&#8217; Patent<\/h6>\n                                <p class=\"card-item-excerpt\">The hottest news circulating among gamers right no...<\/p>\n                            <\/div>\n                        <\/a>\n                    <\/div><\/div><\/div>\n<h2>A New Chapter for Japanese Innovation<\/h2>\n<p>LENZO\u2019s mission goes beyond just cost-cutting; it\u2019s about solving a <strong>global energy problem<\/strong>. With manufacturing plans at <a href=\"https:\/\/www.tsmc.com\/\" target=\"_blank\" rel=\"noopener\"><strong>TSMC<\/strong><\/a> already in motion, this technology is nearing commercial reality.<\/p>\n<p>Japan was once the undisputed king of semiconductors. Now, led by the veterans who defined the golden age of gaming, the country is ready for a counteroffensive in the AI era. 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In 2025, a mysterious number has swept across the internet in the US and beyond, evolving...<\/p>\n                            <\/div>\n                        <\/a>\n                    <\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"While the world marvels at the rapid evolution of Generative AI like ChatGP...","protected":false},"author":10,"featured_media":23146,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1523],"tags":[1039],"class_list":["post-23258","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology-en","tag-ai-en"],"_links":{"self":[{"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/posts\/23258","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/comments?post=23258"}],"version-history":[{"count":1,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/posts\/23258\/revisions"}],"predecessor-version":[{"id":23259,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/posts\/23258\/revisions\/23259"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/media\/23146"}],"wp:attachment":[{"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/media?parent=23258"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/categories?post=23258"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/minnano-rakuraku.com\/contents\/wp-json\/wp\/v2\/tags?post=23258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}