{"id":10510,"date":"2026-08-07T07:56:34","date_gmt":"2026-08-07T14:56:34","guid":{"rendered":"https:\/\/www.phisonenterprise.com\/?page_id=10510"},"modified":"2026-08-13T15:25:13","modified_gmt":"2026-08-13T22:25:13","slug":"how-pascari-aidaptiv-works","status":"publish","type":"page","link":"https:\/\/www.phisonenterprise.com\/ja\/how-pascari-aidaptiv-works\/","title":{"rendered":"How Pascari aiDaptiv Works"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"10510\" class=\"elementor elementor-10510\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17c7002 e-flex e-con-boxed e-con e-parent\" data-id=\"17c7002\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6fb8b3d e-con-full e-flex e-con e-child\" data-id=\"6fb8b3d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8131cc0 elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"8131cc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">aiDAPTIV <sup>TM<\/sup><\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3499ef7 elementor-widget elementor-widget-heading\" data-id=\"3499ef7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u5b9f\u73fe\u3059\u308b\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u304b\u3064\u9ad8\u901f\u306aLLM \u63a8\u8ad6\u3068\u5927\u898f\u6a21\u5b66\u7fd2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-971e26c e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"971e26c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61869e0 e-flex e-con-boxed e-con e-parent\" data-id=\"61869e0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2396118 elementor-widget elementor-widget-shortcode\" data-id=\"2396118\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11025\" class=\"elementor elementor-11025\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-9320bf1 e-flex e-con-boxed e-con e-parent\" data-id=\"9320bf1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6f10943 elementor-nav-menu--dropdown-none elementor-widget elementor-widget-nav-menu\" data-id=\"6f10943\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; class=\\&quot;fa-svg-chevron-down e-font-icon-svg e-fas-chevron-down\\&quot; viewBox=\\&quot;0 0 448 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;layout&quot;:&quot;horizontal&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-underline e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-6f10943\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11056\"><a href=\"\/ja\/pascari-aidaptiv\/\" class=\"elementor-item\">\u6982\u8981<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-11005\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/how-pascari-aidaptiv-works\/\" class=\"elementor-item\">How\u00a0Pascari\u00a0aiDAPTIV\u2122\u00a0works<span class=\"sub-arrow\"><svg aria-hidden=\"true\" class=\"fa-svg-chevron-down e-font-icon-svg e-fas-chevron-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11011\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/kv-cache-extension-reuse\/\" class=\"elementor-sub-item\">KV\u00a0Cache Extension &#038; Reuse<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11012\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/dynamic-moe\/\" class=\"elementor-sub-item\">Dynamic\u00a0MoE<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11010\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/elastic-fine-tuning\/\" class=\"elementor-sub-item\">Elastic\u00a0Fine-Tuning<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11003\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/aidaptiv-cache-memory\/\" class=\"elementor-item\">aiDAPTIV\u00a0cache\u00a0memory<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11004\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/technical-resources\/\" class=\"elementor-item\">Technical\u00a0resources<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11002\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/build-with-pascari-aidaptiv\/\" class=\"elementor-item\">Build with\u00a0Pascari\u00a0aiDAPTIV\u2122<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11001\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/evaluate-where-to-buy\/\" class=\"elementor-item\">Evaluate \/ Where to\u00a0buy\u00a0<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-6f10943\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-11056\"><a href=\"\/ja\/pascari-aidaptiv\/\" class=\"elementor-item\" tabindex=\"-1\">\u6982\u8981<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-11005\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/how-pascari-aidaptiv-works\/\" class=\"elementor-item\" tabindex=\"-1\">How\u00a0Pascari\u00a0aiDAPTIV\u2122\u00a0works<span class=\"sub-arrow\"><svg aria-hidden=\"true\" class=\"fa-svg-chevron-down e-font-icon-svg e-fas-chevron-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11011\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/kv-cache-extension-reuse\/\" class=\"elementor-sub-item\" tabindex=\"-1\">KV\u00a0Cache Extension &#038; Reuse<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11012\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/dynamic-moe\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Dynamic\u00a0MoE<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11010\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/elastic-fine-tuning\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Elastic\u00a0Fine-Tuning<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11003\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/aidaptiv-cache-memory\/\" class=\"elementor-item\" tabindex=\"-1\">aiDAPTIV\u00a0cache\u00a0memory<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11004\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/technical-resources\/\" class=\"elementor-item\" tabindex=\"-1\">Technical\u00a0resources<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11002\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/build-with-pascari-aidaptiv\/\" class=\"elementor-item\" tabindex=\"-1\">Build with\u00a0Pascari\u00a0aiDAPTIV\u2122<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-11001\"><a href=\"https:\/\/www.phisonenterprise.com\/ja\/evaluate-where-to-buy\/\" class=\"elementor-item\" tabindex=\"-1\">Evaluate \/ Where to\u00a0buy\u00a0<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9adf934 e-flex e-con-boxed e-con e-parent\" data-id=\"9adf934\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9041432 elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"9041432\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How\u00a0Pascari\u00a0aiDAPTIV\u2122 Works\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11faab9 elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet elementor-widget elementor-widget-heading\" data-id=\"11faab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How\u00a0Pascari\u00a0<br \/>aiDAPTIV\u2122 Works\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a587923 e-con-full e-flex e-con e-child\" data-id=\"a587923\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div class=\"elementor-element elementor-element-aaac5a5 e-con-full e-flex e-con e-child\" data-id=\"aaac5a5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0046f8c elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"0046f8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Keep active AI state close to\u00a0compute\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5f5465 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"c5f5465\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A system\u2019s\u00a0fastest\u00a0memory should hold the data the model needs now, not every piece of AI state the application might need later.\u00a0This typically includes\u00a0model components, active KV cache, active\u00a0MoE\u00a0experts, activations, and other data\u00a0required\u00a0for immediate computation.\u00a0\u00a0<\/p><p>Fast memory is\u00a0limited. When model weights, context, and active application state compete for that capacity, the system\u00a0must\u00a0remove\u00a0or\u00a0recompute\u00a0data, or\u00a0move\u00a0it\u00a0elsewhere.\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4306152 e-con-full e-flex e-con e-child\" data-id=\"4306152\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-851180e elementor-widget elementor-widget-heading\" data-id=\"851180e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">aiDAPTIV= Middleware + Flash Memory<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-89cb94f e-con-full e-flex e-con e-child\" data-id=\"89cb94f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5625ec0 elementor-widget-laptop__width-initial elementor-hidden-tablet elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"5625ec0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img fetchpriority=\"high\" decoding=\"async\" width=\"304\" height=\"202\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/Group-14.svg\" class=\"attachment-full size-full wp-image-10513\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">aiDAPTIV Middleware<\/h3><p class=\"elementor-image-box-description\">Orchestrates AI data across GPU, DRAM, and flash memory.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-510086e elementor-widget-laptop__width-initial elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-mobile elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"510086e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"741\" height=\"214\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/Group-14-1.svg\" class=\"attachment-full size-full wp-image-10585\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">aiDAPTIV Middleware<\/h3><p class=\"elementor-image-box-description\">Orchestrates AI data across GPU, DRAM, and flash memory.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51a6b59 elementor-widget-laptop__width-initial elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"51a6b59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"255\" height=\"183\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/isometricvw_pi_pscr_aiDAPTIV_M.2-2280_RBG-1.png\" class=\"attachment-full size-full wp-image-10514\" alt=\"\" srcset=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/isometricvw_pi_pscr_aiDAPTIV_M.2-2280_RBG-1.png 255w, https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/isometricvw_pi_pscr_aiDAPTIV_M.2-2280_RBG-1-18x12.png 18w\" sizes=\"(max-width: 255px) 100vw, 255px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">aiDAPTIV Cache Memory<\/h3><p class=\"elementor-image-box-description\">Specialized high-speed, high-endurance SSD optimized for AI workloads.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0129445 e-flex e-con-boxed e-con e-parent\" data-id=\"0129445\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a3426df e-con-full e-flex e-con e-child\" data-id=\"a3426df\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div class=\"elementor-element elementor-element-a8c80f8 e-con-full e-flex e-con e-child\" data-id=\"a8c80f8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f034057 elementor-widget elementor-widget-heading\" data-id=\"f034057\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Discrete-GPU system<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78984fe elementor-widget elementor-widget-image\" data-id=\"78984fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"343\" height=\"191\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/Group-17.svg\" class=\"attachment-large size-large wp-image-10555\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d7459b e-con-full e-flex e-con e-child\" data-id=\"8d7459b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcd6887 elementor-widget elementor-widget-heading\" data-id=\"dcd6887\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Unified-memory system<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fb5ac7 elementor-widget elementor-widget-image\" data-id=\"2fb5ac7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"345\" height=\"191\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/Group-17-1.svg\" class=\"attachment-large size-large wp-image-10556\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a260666 e-con-full e-flex e-con e-child\" data-id=\"a260666\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0237ba0 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"0237ba0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">aiDAPTIV\u00a0works with\u00a0discrete and unified-memory\u00a0systems\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13c2607 elementor-widget-tablet__width-inherit elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"13c2607\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Modern AI systems do not all have separate GPU VRAM and system DRAM.\u00a0<\/p><p>On a discrete-GPU system, GPU memory and system memory are separate physical tiers.\u00a0GPU memory is the fast\u00a0tier\u00a0and system memory can provide intermediate capacity for staging or near-term data.\u00a0\u00a0<\/p><p>On a\u00a0unified-memory\u00a0system, the CPU and accelerator share a common physical memory pool,\u00a0which serves as the fast tier. Across Intel, AMD, and NVIDIA ecosystems, client and server platforms can use different versions of these architectures.\u00a0<\/p><p>The physical layout changes, but the constraint\u00a0remains\u00a0the same: model weights, active context, and application state compete for the fastest memory near compute.\u00a0<\/p><p>aiDAPTIV\u00a0Cache Memory\u00a0serves\u00a0as a larger retained-capacity\u00a0tier, where\u00a0supported,\u00a0in client, workstation, edge, and server configurations across both architectures.\u00a0It gives\u00a0supported\u00a0AI runtimes more places to\u00a0retain\u00a0eligible AI state. Active data stays in the fastest available\u00a0memory\u00a0and less-active state can remain available in larger, slower tiers rather than being discarded outright and rebuilt later.\u00a0\u00a0\u00a0\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbe0871 elementor-widget-tablet__width-inherit elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet elementor-widget elementor-widget-text-editor\" data-id=\"cbe0871\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In supported training integrations, aiDAPTIV can stage model and training state through GPU memory, system memory, and\u00a0cache\u00a0memory rather than requiring the complete working set to remain in GPU memory at once.\u00a0<br \/><br \/>Exact handling varies by model, runtime, training method, hardware configuration, sequence length, and batch size. Depending on the workload, data may be retained, moved through the memory system, or recomputed to balance capacity and execution time.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-618362e e-flex e-con-boxed e-con e-parent\" data-id=\"618362e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-77fcd86 e-con-full e-flex e-con e-child\" data-id=\"77fcd86\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4627de elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"a4627de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Different AI data needs different handling\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e47ce05 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e47ce05\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI state is not all equally urgent.\u00a0<\/p><p>A reusable KV\u00a0cache prefix may be valuable because a compatible follow-up request can avoid repeating prefill work. An\u00a0MoE\u00a0expert may be inactive for the current token but needed again a few tokens later.\u00a0Fine-tuning state may need to move through the system as the training job progresses.\u00a0<\/p><p>aiDAPTIV\u00a0treats\u00a0these workloads as AI data with different timing and reuse characteristics, rather than as undifferentiated memory pages.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8563297 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"8563297\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-418500b e-flex e-con-boxed e-con e-parent\" data-id=\"418500b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-644d1b9 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"644d1b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">When the fast tier fills, the system has three basic choices:\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0d57623 e-flex e-con-boxed e-con e-child\" data-id=\"0d57623\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-50e945d e-con-full animated-slow e-flex elementor-invisible e-con e-child\" data-id=\"50e945d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;animation&quot;:&quot;zoomIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9657c68 elementor-widget elementor-widget-heading\" data-id=\"9657c68\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">1<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb2ba85 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"cb2ba85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"48\" viewbox=\"0 0 48 48\" fill=\"none\"><path d=\"M40 34V14C40 9.664 32.674 6 24 6C15.326 6 8 9.664 8 14V34C8 38.336 15.326 42 24 42C32.674 42 40 38.336 40 34ZM24 10C31.382 10 35.862 13.014 36 13.988C35.862 14.986 31.382 18 24 18C16.618 18 12.138 14.986 12 14.012C12.138 13.014 16.618 10 24 10ZM12 19.214C14.958 20.908 19.274 22 24 22C28.726 22 33.042 20.908 36 19.214V23.988C35.862 24.986 31.382 28 24 28C16.618 28 12.138 24.986 12 24V19.214ZM12 34V29.214C14.958 30.908 19.274 32 24 32C28.726 32 33.042 30.908 36 29.214V33.988C35.862 34.986 31.382 38 24 38C16.618 38 12.138 34.986 12 34Z\" fill=\"#132951\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDiscard data\u00a0\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d45484d e-con-full animated-slow e-flex elementor-invisible e-con e-child\" data-id=\"d45484d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;animation&quot;:&quot;zoomIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f73a7c8 elementor-widget elementor-widget-heading\" data-id=\"f73a7c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">2<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a53bfef elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a53bfef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"48\" viewbox=\"0 0 48 48\" fill=\"none\"><path d=\"M8.39904 23.9997C8.21829 20.4442 9.25906 16.9339 11.3486 14.0516C13.438 11.1692 16.4505 9.08828 19.8858 8.15421C23.3212 7.22014 26.9726 7.48916 30.234 8.91661C33.4953 10.3441 36.1703 12.844 37.8148 16.0015C39.4593 19.1589 39.9744 22.7839 39.2745 26.2745C38.5746 29.765 36.7019 32.9112 33.9673 35.1906C31.2327 37.4701 27.8007 38.7456 24.2412 38.8055C20.6817 38.8653 17.2087 37.7059 14.399 35.5197\" stroke=\"#132951\" stroke-width=\"3.5\" stroke-linejoin=\"round\"><\/path><path d=\"M11.3992 32.4295L16.9943 32.9413L17.9298 33.0272L17.3359 33.7552L13.2076 38.8132L12.5871 39.5745L10.6882 32.3643L11.3992 32.4295Z\" fill=\"#132951\" stroke=\"#132951\"><\/path><path d=\"M29.2564 28.5152V31H20.222V28.5152H29.2564ZM29.0475 16.8011V19.2999H20.5421V16.8011H29.0475ZM26.5836 23.824V23.9702L21.4748 31H19.0735V29.5384L23.3819 23.9006L19.0735 18.2767V16.8011H21.4748L26.5836 23.824Z\" fill=\"#132951\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRecompute it later\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b015a8c e-con-full animated-slow e-flex elementor-invisible e-con e-child\" data-id=\"b015a8c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;animation&quot;:&quot;zoomIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48265ea elementor-widget elementor-widget-heading\" data-id=\"48265ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">3<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83457dd elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"83457dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"48\" viewbox=\"0 0 48 48\" fill=\"none\"><path d=\"M42 30.688L37.758 34.93L31.414 28.586L28.586 31.414L34.93 37.758L30.688 42H42V30.688ZM6 17.312L10.242 13.07L16.586 19.414L19.414 16.586L13.07 10.242L17.312 6H6V17.312ZM42 6H30.688L34.93 10.242L28.586 16.586L31.414 19.414L37.758 13.07L42 17.312V6ZM6 42H17.312L13.07 37.758L19.414 31.414L16.586 28.586L10.242 34.93L6 30.688V42Z\" fill=\"#132951\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRetain it in a larger tier\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-448b1b4 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"448b1b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>aiDAPTIV\u00a0makes\u00a0the third\u00a0option\u00a0practical for supported workloads. It keeps immediate work near\u00a0compute,\u00a0retains\u00a0eligible less-active state in larger tiers, and brings that state forward when the workload needs it again.\u00a0<br \/><br \/>Exact placement varies by model, runtime, and task. The operating principle stays simple: reserve fast memory for immediate work and use lower tiers to extend capacity and\u00a0retain\u00a0useful state.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f7db9c e-flex e-con-boxed e-con e-parent\" data-id=\"9f7db9c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4575bd0 e-con-full e-flex e-con e-child\" data-id=\"4575bd0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18da911 elementor-widget__width-initial elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"18da911\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Capacity is the point \u2014 and the tradeoff<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5bad26e elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"5bad26e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Moving data from a lower tier takes time.\u00a0aiDAPTIV\u00a0does not erase latency, and it does not make flash equivalent to GPU memory.\u00a0<\/p><p>Its value is making a larger or more persistent AI task practical, avoiding unnecessary\u00a0recomputation, and keeping scarce,\u00a0fast memory focused on immediate work.\u00a0<\/p><p>The question is not whether\u00a0cache\u00a0memory is as fast as GPU memory. The right question is whether the memory architecture makes the intended AI task practical on the system you intend to deploy.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-691d8e3 e-con-full e-flex e-con e-child\" data-id=\"691d8e3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d1532a9 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"d1532a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why this is not swap\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbdcb73 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"cbdcb73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Swap treats memory as undifferentiated pages.\u00a0<\/p><p>AI state is\u00a0not undifferentiated. A reusable token prefix, an inactive\u00a0MoE\u00a0expert, and a training activation have different value and timing requirements.\u00a0<\/p><p>aiDAPTIV\u00a0manages\u00a0those differences rather than merely pushing\u00a0bytes to storage.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7253ee4 e-flex e-con-boxed e-con e-parent\" data-id=\"7253ee4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8a1093b e-con-full e-flex e-con e-child\" data-id=\"8a1093b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dca3be4 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"dca3be4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Runtime and platform scope\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3575f7e elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3575f7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Capabilities vary by runtime and version, operating system, GPU or\u00a0unified-memory\u00a0platform, model architecture,\u2028system-memory\u00a0configuration,\u00a0cache\u00a0memory configuration, and the AI task itself.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf186c2 e-flex e-con-boxed e-con e-parent\" data-id=\"cf186c2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7328a3f e-con-full e-flex e-con e-child\" data-id=\"7328a3f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div class=\"elementor-element elementor-element-3fa8495 e-con-full e-flex e-con e-child\" data-id=\"3fa8495\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c8c3c64 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"c8c3c64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/05_cache_reuse-1.svg\" class=\"attachment-full size-full wp-image-10546\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h5 class=\"elementor-image-box-title\">KV\u00a0cache\u00a0extension &amp;\u00a0reuse<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f6ec96 elementor-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"9f6ec96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.phisonenterprise.com\/ja\/kv-cache-extension-reuse\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-716a12b e-con-full e-flex e-con e-child\" data-id=\"716a12b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-898e2bb elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"898e2bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/06_dynamic_moe_routing-1.svg\" class=\"attachment-full size-full wp-image-10547\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h5 class=\"elementor-image-box-title\">Dynamic\u00a0MoE<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95a1f86 elementor-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"95a1f86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.phisonenterprise.com\/ja\/dynamic-moe\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c740de3 e-con-full e-flex e-con e-child\" data-id=\"c740de3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-91f9921 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"91f9921\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"48\" height=\"48\" src=\"https:\/\/www.phisonenterprise.com\/wp-content\/uploads\/2026\/08\/07_elastic_scaling-1.svg\" class=\"attachment-full size-full wp-image-10548\" alt=\"\" \/><\/figure><div class=\"elementor-image-box-content\"><h5 class=\"elementor-image-box-title\">Elastic fine-tuning<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b4c195 elementor-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"8b4c195\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.phisonenterprise.com\/ja\/elastic-fine-tuning\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>aiDAPTIV TM Faster Inference and Larger LLM Training, Done Privately On-Prem How\u00a0Pascari\u00a0aiDAPTIV\u2122 Works\u00a0 How\u00a0Pascari\u00a0aiDAPTIV\u2122 Works\u00a0 Keep active AI state close to\u00a0compute\u00a0 A system\u2019s\u00a0fastest\u00a0memory should hold the data the model needs now, not every piece of AI state the application might need later.\u00a0This typically includes\u00a0model components, active KV cache, active\u00a0MoE\u00a0experts, activations, and other data\u00a0required\u00a0for immediate computation.\u00a0\u00a0 Fast memory is\u00a0limited. When model weights, context, and active application state compete for that capacity, the system\u00a0must\u00a0remove\u00a0or\u00a0recompute\u00a0data, or\u00a0move\u00a0it\u00a0elsewhere.\u00a0\u00a0 aiDAPTIV= Middleware + Flash Memory aiDAPTIV Middleware Orchestrates AI data across GPU, DRAM, and flash memory. aiDAPTIV Middleware Orchestrates AI data across GPU, DRAM, and flash memory. aiDAPTIV Cache Memory Specialized high-speed, high-endurance SSD optimized for AI [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-10510","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/pages\/10510","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/comments?post=10510"}],"version-history":[{"count":88,"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/pages\/10510\/revisions"}],"predecessor-version":[{"id":11332,"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/pages\/10510\/revisions\/11332"}],"wp:attachment":[{"href":"https:\/\/www.phisonenterprise.com\/ja\/wp-json\/wp\/v2\/media?parent=10510"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}