{"id":521108,"date":"2026-06-21T18:22:00","date_gmt":"2026-06-22T01:22:00","guid":{"rendered":"https:\/\/jorgep.com\/blog\/?p=521108"},"modified":"2026-06-22T08:31:05","modified_gmt":"2026-06-22T15:31:05","slug":"the-local-ai-revolution-how-amd-is-challenging-nvidia","status":"publish","type":"post","link":"https:\/\/jorgep.com\/blog\/the-local-ai-revolution-how-amd-is-challenging-nvidia\/","title":{"rendered":"The Local AI Revolution: How AMD is Challenging Nvidia"},"content":{"rendered":"<style>.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading407818_afcbba-c7 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading407818_afcbba-c7\">Have questions, ideas to share, or just want to connect? I\u2019d love to hear from you! Check out my <a href=\"https:\/\/jorgep.com\/blog\/about\/\">About Page<\/a> to learn more about me or connect with me.<\/p>\n\n\n\n<div class=\"wp-block-columns has-theme-palette-7-background-color has-background is-layout-flex wp-container-core-columns-is-layout-5dc627e1 wp-block-columns-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<p class=\"wp-block-paragraph\">Part of: <strong> <a href=\"https:\/\/jorgep.com\/blog\/series-ai-learnings\/\">AI Learning Series Here<\/a><\/strong><\/p>\n\n\n<style>.kadence-column395113_8bedf5-56 > .kt-inside-inner-col,.kadence-column395113_8bedf5-56 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column395113_8bedf5-56 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column395113_8bedf5-56 > .kt-inside-inner-col{flex-direction:column;}.kadence-column395113_8bedf5-56 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column395113_8bedf5-56 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column395113_8bedf5-56{position:relative;}@media all and (max-width: 1024px){.kadence-column395113_8bedf5-56 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column395113_8bedf5-56 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column395113_8bedf5-56\"><div class=\"kt-inside-inner-col\"><style>.kadence-column510545_44b637-b5 > .kt-inside-inner-col{padding-top:var(--global-kb-spacing-xs, 1rem);padding-bottom:var(--global-kb-spacing-xs, 1rem);}.kadence-column510545_44b637-b5 > .kt-inside-inner-col,.kadence-column510545_44b637-b5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column510545_44b637-b5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column510545_44b637-b5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column510545_44b637-b5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column510545_44b637-b5 > .kt-inside-inner-col{background-color:var(--global-palette7, #EDF2F7);}.kadence-column510545_44b637-b5:hover > .kt-inside-inner-col{background-color:var(--global-palette8, #F7FAFC);background-image:none;}.kadence-column510545_44b637-b5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column510545_44b637-b5{position:relative;}@media all and (max-width: 1024px){.kadence-column510545_44b637-b5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column510545_44b637-b5 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column510545_44b637-b5\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed, .wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed[data-kb-block=\"kb-adv-heading510545_f7c5f8-ed\"]{text-align:center;font-size:var(--global-kb-font-size-md, 1.25rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed[data-kb-block=\"kb-adv-heading510545_f7c5f8-ed\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading510545_f7c5f8-ed[data-kb-block=\"kb-adv-heading510545_f7c5f8-ed\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading510545_f7c5f8-ed wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading510545_f7c5f8-ed\">Quick Links:&nbsp;<a href=\"https:\/\/jorgep.com\/blog\/resources-for-learning-ai\/\">Resources for Learning AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/keeping-up-with-ai\/\">Keep up with AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/list-of-ai-tools\/\" data-type=\"post\" data-id=\"402818\">List of AI Tools<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/local-ai-series\/\" data-type=\"page\" data-id=\"519365\">Local AI<\/a> | <a href=\"https:\/\/jorgep.com\/blog\/tag\/ai-agents\/\" data-type=\"post_tag\" data-id=\"941\">AI Agents<\/a> |  <a href=\"https:\/\/jorgep.com\/blog\/work-beyond-tomorrow-series\/\" data-type=\"page\" data-id=\"365001\">Future of Work<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kb-row-layout-id395113_f1410d-b5 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id395113_f1410d-b5 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id395113_f1410d-b5 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-none, 0rem );padding-top:var(--global-kb-spacing-xxs, 0.5rem);padding-bottom:var(--global-kb-spacing-xxs, 0.5rem);grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id395113_f1410d-b5 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id395113_f1410d-b5 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id395113_f1410d-b5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id395113_f1410d-b5 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column395113_ee23a0-43 > .kt-inside-inner-col,.kadence-column395113_ee23a0-43 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column395113_ee23a0-43 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column395113_ee23a0-43 > .kt-inside-inner-col{flex-direction:column;}.kadence-column395113_ee23a0-43 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column395113_ee23a0-43 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column395113_ee23a0-43{position:relative;}@media all and (max-width: 1024px){.kadence-column395113_ee23a0-43 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column395113_ee23a0-43 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column395113_ee23a0-43\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca, .wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca[data-kb-block=\"kb-adv-heading395113_874119-ca\"]{text-align:center;font-size:var(--global-kb-font-size-sm, 0.9rem);line-height:60px;font-style:normal;background-color:#f5a511;}.wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca[data-kb-block=\"kb-adv-heading395113_874119-ca\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading395113_874119-ca[data-kb-block=\"kb-adv-heading395113_874119-ca\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading395113_874119-ca wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading395113_874119-ca\">Subscribe to <a href=\"https:\/\/go.35s.be\/jtb\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>JorgeTechBits  newsletter<\/strong><\/a><\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column395113_581afb-ae > .kt-inside-inner-col,.kadence-column395113_581afb-ae > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column395113_581afb-ae > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column395113_581afb-ae > .kt-inside-inner-col{flex-direction:column;}.kadence-column395113_581afb-ae > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column395113_581afb-ae > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column395113_581afb-ae{position:relative;}@media all and (max-width: 1024px){.kadence-column395113_581afb-ae > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column395113_581afb-ae > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column395113_581afb-ae\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"htthttps:\/\/jorgep.com\/blog\/book-dont-just-chat-delegate\/\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"1024\" src=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-640x1024.jpg\" alt=\"\" class=\"wp-image-520234\" style=\"aspect-ratio:0.6250142320391666;width:98px;height:auto\" srcset=\"https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-640x1024.jpg 640w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-188x300.jpg 188w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-768x1229.jpg 768w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-960x1536.jpg 960w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01-1280x2048.jpg 1280w, https:\/\/jorgep.com\/blog\/wp-content\/uploads\/CoverBook-01.jpg 1600w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/a><figcaption class=\"wp-element-caption\"><a href=\"https:\/\/jorgep.com\/blog\/book-series-ai-dont-just-chat\/\" data-type=\"page\" data-id=\"520242\">Check out the Book Series<\/a><\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9, .wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9[data-kb-block=\"kb-adv-heading519190_b33a00-c9\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9[data-kb-block=\"kb-adv-heading519190_b33a00-c9\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading519190_b33a00-c9[data-kb-block=\"kb-adv-heading519190_b33a00-c9\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading519190_b33a00-c9 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading519190_b33a00-c9\"><strong>Disclaimer:<\/strong> <strong>I create this content entirely on my own time, and the views expressed here are mine alone (not my employer&#8217;s)<\/strong>. Because I love leveraging new tech, I use AI tools like Gemini, NotebookLM, Claude, Perplexity and others as a &#8220;digital team&#8221; to help research and polish these articles so I can share the best possible insights with you!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>To learn more about Local AI topics, check out <a href=\"https:\/\/jorgep.com\/blog\/local-ai-series\/\">related posts in the Lo<\/a><a href=\"https:\/\/jorgep.com\/blog\/local-ai-series\/\" target=\"_blank\" rel=\"noreferrer noopener\">cal AI Series<\/a>&nbsp;<\/em><\/strong><\/p>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"]{font-size:var(--global-kb-font-size-sm, 0.9rem);font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading407818_afcbba-c7[data-kb-block=\"kb-adv-heading407818_afcbba-c7\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading407818_afcbba-c7 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading407818_afcbba-c7\">Have questions, ideas to share, or just want to connect? I\u2019d love to hear from you! Check out my <a href=\"https:\/\/jorgep.com\/blog\/about\/\">About Page<\/a> to learn more about me or connect with me.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">For the better part of a decade, Nvidia has dominated the artificial intelligence (AI) landscape, not just with high-performance graphics cards but by building an ecosystem that locked in developers and researchers. Anyone looking to engage in serious AI development was expected to pay the hefty \u201cNvidia tax.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I have written before about the NVIDIA Moat:   <a href=\"https:\/\/jorgep.com\/blog\/understanding-nvidias-ecosystem-lock-in\/\" data-type=\"post\" data-id=\"521110\">Understanding Nvidia\u2019s Ecosystem Lock-In<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AMD&#8217;s Strategic Disruption<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A significant shift is happening in consumer hardware, spearheaded by AMD. At a recent event, AMD CEO Lisa Su unveiled a mini PC\u2014the size of a thick paperback\u2014capable of running a massive 235-billion-parameter AI model on local hardware, without reliance on data centers or the internet.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pricing Disruption<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nvidia\u2019s Cost:<\/strong>&nbsp;Desktop AI solutions cost upwards of $4,700.<\/li>\n\n\n\n<li><strong>AMD&#8217;s Solution:<\/strong>&nbsp;Third-party &#8220;lunchboxes&#8221; utilizing AMD&#8217;s architecture start at just $1,499.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This cost innovation directly targets Nvidia&#8217;s market dominance, offering an affordable alternative for local AI applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Video Memory (VRAM) Matters<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To grasp the intrigue surrounding AMD&#8217;s hardware, it&#8217;s crucial to understand the local AI bottleneck: Video Memory (VRAM). Developers often hit memory limits before processing power limits.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Consider:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Nvidia RTX 4090:<\/strong>&nbsp;24 GB of VRAM<\/li>\n\n\n\n<li><strong>Nvidia RTX 5090:<\/strong>&nbsp;32 GB of VRAM<\/li>\n\n\n\n<li><strong>Nvidia RTX 5080:<\/strong>&nbsp;16 GB of VRAM<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Meanwhile, an open-source model like Llama 3 (70B) requires about 42 GB of VRAM, even when using efficient data compression techniques.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Inside the AMD\u2019s Strix Halo Architecture<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AMD&#8217;s breakthrough comes with its innovative Accelerated Processing Unit (APU), code-named Strix Halo. The star of this release is the Ryzen AI Max Plus 395:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>CPU:<\/strong>&nbsp;16 Zen 5 cores (32 threads), up to 5.1 GHz<\/li>\n\n\n\n<li><strong>GPU:<\/strong>&nbsp;Radeon 8060S with 40 RDNA 3.5 compute units<\/li>\n\n\n\n<li><strong>NPU:<\/strong>&nbsp;50+ TOPS XDNA 2 neural engine<\/li>\n\n\n\n<li><strong>Efficiency:<\/strong>&nbsp;Built on TSMC\u2019s 4nm process, consuming only 45W to 120W<\/li>\n\n\n\n<li><strong>Unified Memory:<\/strong>&nbsp;128 GB, with up to 112 GB allocated as VRAM<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This enables significant AI processing capabilities in a compact and energy-efficient form.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Comparative Performance<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">The Drag Race vs. The Endurance Run<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Benchmarks reveal that the Ryzen AI Max Plus 395 outperforms Nvidia&#8217;s RTX 5080 by up to 3.05 times in specific DeepSeek R1 inference tests. This advantage surfaces only when models exceed 16 GB, showcasing AMD\u2019s endurance advantage over Nvidia&#8217;s drag race speed for models that fit within VRAM limits.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Table Comparison<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Feature<\/th><th>AMD Ryzen AI Max Plus 395<\/th><th>Nvidia RTX 5080<\/th><th>Nvidia RTX 5090<\/th><\/tr><\/thead><tbody><tr><td>VRAM (Comparable Capacity)<\/td><td>112 GB*<\/td><td>16 GB<\/td><td>32 GB<\/td><\/tr><tr><td>Cores<\/td><td>16 Zen 5<\/td><td>&#8211;<\/td><td>&#8211;<\/td><\/tr><tr><td>Power Usage<\/td><td>45W to 120W<\/td><td>&#8211;<\/td><td>&#8211;<\/td><\/tr><tr><td>Price (Entry-Level)<\/td><td>$1,499<\/td><td>$1,600<\/td><td>&#8211;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">*Shared memory allocated as VRAM<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Implications for the Developer Community<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This hardware innovation democratizes AI development, making cutting-edge technology accessible to more developers. It allows for full data ownership and privacy, freeing users from perpetual cloud service fees. While Nvidia maintains enterprise dominance, local AI has shifted from being an exclusive endeavor to a mainstream capability available to anyone with the curiosity and drive to engage.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Further Reading<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.amd.com\/en\/press-releases\">AMD&#8217;s official announcement of the Ryzen AI Max Plus 395<\/a><\/li>\n\n\n\n<li>Technical breakdowns of AMD&#8217;s &#8220;Strix Halo&#8221; architecture<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>For the better part of a decade, Nvidia has dominated the artificial intelligence (AI) landscape, not just with high-performance graphics cards but by building an ecosystem that locked in developers and researchers. Anyone looking to engage in serious AI development was expected to pay the hefty \u201cNvidia tax.\u201d I have written before about the NVIDIA&#8230;<\/p>\n","protected":false},"author":2,"featured_media":427863,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","ngg_post_thumbnail":0,"episode_type":"","audio_file":"","podmotor_file_id":"","podmotor_episode_id":"","cover_image":"","cover_image_id":"","duration":"","filesize":"","filesize_raw":"","date_recorded":"","explicit":"","block":"","itunes_episode_number":"","itunes_title":"","itunes_season_number":"","itunes_episode_type":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[17],"tags":[941,930,1060,894,1061],"class_list":["post-521108","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-journey","tag-ai-agents","tag-ai-series","tag-amd","tag-artificial-intelligence","tag-nvidia"],"taxonomy_info":{"category":[{"value":17,"label":"Journey"}],"post_tag":[{"value":941,"label":"AI Agents"},{"value":930,"label":"AI Series"},{"value":1060,"label":"AMD"},{"value":894,"label":"artificial intelligence"},{"value":1061,"label":"NVIDIA"}]},"featured_image_src_large":["https:\/\/jorgep.com\/blog\/wp-content\/uploads\/Topic-ArtificialIntelligence-1024x512.png",1024,512,true],"author_info":{"display_name":"Jorge Pereira","author_link":"https:\/\/jorgep.com\/blog\/author\/jorge\/"},"comment_info":0,"category_info":[{"term_id":17,"name":"Journey","slug":"journey","term_group":0,"term_taxonomy_id":18,"taxonomy":"category","description":"","parent":0,"count":328,"filter":"raw","cat_ID":17,"category_count":328,"category_description":"","cat_name":"Journey","category_nicename":"journey","category_parent":0}],"tag_info":[{"term_id":941,"name":"AI Agents","slug":"ai-agents","term_group":0,"term_taxonomy_id":951,"taxonomy":"post_tag","description":"","parent":0,"count":82,"filter":"raw"},{"term_id":930,"name":"AI Series","slug":"ai-series","term_group":0,"term_taxonomy_id":940,"taxonomy":"post_tag","description":"","parent":0,"count":208,"filter":"raw"},{"term_id":1060,"name":"AMD","slug":"amd","term_group":0,"term_taxonomy_id":1070,"taxonomy":"post_tag","description":"","parent":0,"count":17,"filter":"raw"},{"term_id":894,"name":"artificial intelligence","slug":"artificial-intelligence","term_group":0,"term_taxonomy_id":904,"taxonomy":"post_tag","description":"","parent":0,"count":189,"filter":"raw"},{"term_id":1061,"name":"NVIDIA","slug":"nvidia","term_group":0,"term_taxonomy_id":1071,"taxonomy":"post_tag","description":"","parent":0,"count":31,"filter":"raw"}],"_links":{"self":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/521108","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/comments?post=521108"}],"version-history":[{"count":5,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/521108\/revisions"}],"predecessor-version":[{"id":521151,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/posts\/521108\/revisions\/521151"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media\/427863"}],"wp:attachment":[{"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/media?parent=521108"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/categories?post=521108"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jorgep.com\/blog\/wp-json\/wp\/v2\/tags?post=521108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}