{"id":86069,"date":"2026-02-05T12:42:12","date_gmt":"2026-02-05T07:12:12","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=86069"},"modified":"2026-02-05T16:07:32","modified_gmt":"2026-02-05T10:37:32","slug":"ai-stack","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/ai-stack\/","title":{"rendered":"AI Stack"},"content":{"rendered":"<h2><b>AI Stack Latest News<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">India is anchored in the vision of AI for Humanity and building a robust AI stack is both a technological priority and a social commitment for India.<\/span><\/p>\n<h2><b>About AI Stack<\/b><\/h2>\n<ul>\n<li><span style=\"font-weight: 400;\">An AI stack is the <\/span><b>complete set of tools and systems<\/b><span style=\"font-weight: 400;\"> that work together to <\/span><b>build and run AI applications.\u00a0<\/b><\/li>\n<li><span style=\"font-weight: 400;\">It makes <\/span><b>artificial intelligence work in the real world<\/b><span style=\"font-weight: 400;\">, from the apps people use every day to the data, computing power, networks etc.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">It is <\/span><b>made up of five layers<\/b>\n<ul>\n<li><b>Application Layer<\/b>\n<ul>\n<li><span style=\"font-weight: 400;\">It represents the <\/span><b>user-facing component<\/b><span style=\"font-weight: 400;\"> of the AI stack.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">It includes AI-powered apps and services such as <\/span><b>health diagnostic tools<\/b><span style=\"font-weight: 400;\">, farming advisory platforms, chatbots, and language translation applications.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">This layer turns <\/span><b>complex AI processes into simple<\/b><span style=\"font-weight: 400;\">, user-friendly services that people can easily use.<\/span><\/li>\n<\/ul>\n<\/li>\n<li><b>AI model layer<\/b>\n<ul>\n<li><span style=\"font-weight: 400;\">It acts as the brain of AI systems. AI <\/span><b>models are trained on data to recognize patterns<\/b><span style=\"font-weight: 400;\">, make predictions, and take decisions.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">It is <\/span><b>the core intelligence that determines<\/b><span style=\"font-weight: 400;\"> how effectively applications can understand, predict, and respond to real-world needs.\u00a0<\/span><\/li>\n<li><b>Example:<\/b><span style=\"font-weight: 400;\"> They help <\/span><b>detect diseases from X-rays<\/b><span style=\"font-weight: 400;\">, predict crop yields, translate languages, or answer questions through chatbots.<\/span><\/li>\n<\/ul>\n<\/li>\n<li><b>Compute layer<\/b>\n<ul>\n<li><span style=\"font-weight: 400;\">It <\/span><b>provides the computing power required to train and run AI models<\/b><span style=\"font-weight: 400;\">. During training, computers process vast amounts of data so the model can learn and improve.\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">It is the critical enabler that <\/span><b>determines the scale, speed, and sophistication<\/b><span style=\"font-weight: 400;\"> of AI innovation.<\/span><\/li>\n<\/ul>\n<\/li>\n<li><b>Data Centres and Network Infrastructure Layer<\/b>\n<ul>\n<li><span style=\"font-weight: 400;\">Data centres are <\/span><b>where AI systems are stored and operated,<\/b><span style=\"font-weight: 400;\"> while networks like the internet, broadband, and 5G move data between users, computers, and AI models.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">The data centres and network infrastructure layer provides <\/span><b>the foundational backbone<\/b><span style=\"font-weight: 400;\"> that enables AI systems to operate at scale and in real time.\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<li><b>Energy Layer: <\/b><span style=\"font-weight: 400;\">It keeps the <\/span><b>entire AI stack running.<\/b><span style=\"font-weight: 400;\"> AI data centres consume large amounts of electricity because powerful computers are needed to train and operate AI systems.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><b>Source: <\/b><strong><a href=\"https:\/\/www.pib.gov.in\/PressNoteDetails.aspx?id=157204&amp;NoteId=157204&amp;ModuleId=3&amp;reg=6&amp;lang=1\" target=\"_blank\" rel=\"nofollow noopener\">PIB<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Stack is the complete set of tools and systems that work together to build and run AI applications. Read more about AI Stack, Meaning, Layers, Applications, Latest News.<\/p>\n","protected":false},"author":24,"featured_media":86059,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[5164,21,22,23],"class_list":{"0":"post-86069","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"tag-ai-stack","9":"tag-prelims-pointers","10":"tag-upsc-current-affairs","11":"tag-upsc-prelims-current-affairs","12":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/86069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=86069"}],"version-history":[{"count":4,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/86069\/revisions"}],"predecessor-version":[{"id":86092,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/86069\/revisions\/86092"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/86059"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=86069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=86069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=86069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}