{"id":79640,"date":"2026-07-20T17:51:17","date_gmt":"2026-07-20T12:21:17","guid":{"rendered":"https:\/\/www.nextias.com\/ca\/?p=79640"},"modified":"2026-07-20T17:55:46","modified_gmt":"2026-07-20T12:25:46","slug":"embodied-ai","status":"publish","type":"post","link":"https:\/\/www.nextias.com\/ca\/current-affairs\/20-07-2026\/embodied-ai","title":{"rendered":"Embodied AI: Next Frontier in Robotics"},"content":{"rendered":"\n<p><strong>Syllabus: GS3\/Science &amp; Technology<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Context<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The recent integration of Google DeepMind\u2019s Gemini Robotics-ER 1.6 and Boston Dynamics\u2019 Spot robot exemplifies the <strong>rise of Embodied Artificial Intelligence (Embodied AI).<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>About Embodied AI &amp; Scientific Foundation<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Embodied AI is a kind of AI that claims <strong>intelligence is not separate from the physical body<\/strong> interacting with the environment.<\/li>\n\n\n\n<li>It learns from <strong>movement, perception, feedback and physical experience, <\/strong>not like conventional artificial intelligence systems that learn from digital data.<\/li>\n\n\n\n<li>The idea is more than just putting AI in a robot, and the form of the body, its sensors, and how it interacts with the world affect cognition.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img data-dominant-color=\"c1d6ef\" data-has-transparency=\"false\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"157\" src=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-186-1024x157.png\" alt=\"embodied ai &amp; scientific foundation\" class=\"not-transparent wp-image-79641\" style=\"--dominant-color: #c1d6ef; aspect-ratio:6.522688667799078;width:549px;height:auto\" srcset=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-186-1024x157.png 1024w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-186-300x46.png 300w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-186-768x118.png 768w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-186.png 1266w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Basic Principles<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Intelligence is distributed across the brain, the body and the environment.<\/li>\n\n\n\n<li>Learning takes place <strong>through constant interaction with real-world conditions.<\/strong><\/li>\n\n\n\n<li>Some of the <strong>computation occurs in the physical structure<\/strong> of the body <strong>(morphological computation).<\/strong><\/li>\n\n\n\n<li>The behaviour arises from <strong>sensor-motor feedback<\/strong>, rather than complex internal world models alone.\n<ul class=\"wp-block-list\">\n<li>Co-evolution of robot bodies and neural controllers, as in biological evolution.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img data-dominant-color=\"eff3f7\" data-has-transparency=\"false\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"921\" src=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-187-1024x921.png\" alt=\"basic principles\" class=\"not-transparent wp-image-79642\" style=\"--dominant-color: #eff3f7; aspect-ratio:1.1118464592984778;width:439px;height:auto\" srcset=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-187-1024x921.png 1024w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-187-300x270.png 300w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-187-768x691.png 768w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-187.png 1155w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-background has-fixed-layout\" style=\"background-color:#fff2cc\"><tbody><tr><td colspan=\"2\"><strong>Embodied AI vs Neuromorphic AI<\/strong><\/td><\/tr><tr><td><strong>Embodied AI<\/strong><\/td><td><strong>Neuromorphic AI<\/strong><\/td><\/tr><tr><td>Focuses on where intelligence exists<\/td><td>Focuses on how computing hardware works<\/td><\/tr><tr><td>Intelligence is distributed across body and environment<\/td><td>Mimics biological neurons through spiking neural networks<\/td><\/tr><tr><td>Hardware-independent<\/td><td>Hardware-centric<\/td><\/tr><tr><td>Emphasises interaction<\/td><td>Emphasises brain-like computation<\/td><\/tr><tr><td>Used in robotics and autonomous systems<\/td><td>Used for energy-efficient AI chips<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Indian Perspective<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>India is moving towards <strong>Industry 4.0<\/strong> and embedded artificial intelligence can help in <strong>boosting productivity, precision agriculture, disaster response and delivery of public services.<\/strong><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img data-dominant-color=\"f6f6f5\" data-has-transparency=\"false\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1013\" src=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188-1024x1013.png\" alt=\"benefits and challenges\" class=\"not-transparent wp-image-79645\" style=\"--dominant-color: #f6f6f5; aspect-ratio:1.0105263157894737;width:375px;height:auto\" srcset=\"https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188-1024x1013.png 1024w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188-300x297.png 300w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188-768x760.png 768w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188-1536x1520.png 1536w, https:\/\/wp-images.nextias.com\/cdn-cgi\/image\/format=auto\/ca\/uploads\/2026\/07\/image-188.png 1729w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Robots being used in manufacturing, healthcare, agriculture, logistics and smart infrastructure.\n<ul class=\"wp-block-list\">\n<li>It needs high standards of <strong>safety, privacy and workforce reskilling.<\/strong><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>IndiaAI Mission, National Strategy for Artificial Intelligence, Digital India<\/strong> are continuously strengthening the AI ecosystem in India.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Way Ahead: Protecting Embodied AI<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Strengthen the Research Ecosystems:<\/strong> Fund Robotics, AI, Materials Science and Neuroscience.\n<ul class=\"wp-block-list\">\n<li>Promoting interdisciplinary partnerships between academia, industry and research institutions.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Build Indian Datasets:<\/strong> Develop large Indian datasets on agriculture, manufacturing, healthcare, logistics and disaster management to improve model robustness in local conditions.<\/li>\n\n\n\n<li><strong>Campaign for Safe-by-Design Robotics:<\/strong> Hardware and software should be designed with safety as a consideration.\n<ul class=\"wp-block-list\">\n<li>It needs to include human supervision, emergency shutdowns, constant surveillance and safe communication channels.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Build Adaptive Regulatory Systems:<\/strong> India can draw on global developments on trustworthy AI and responsible innovation to develop standards to test, certify and regulate learning-enabled robots before their large-scale deployment.<\/li>\n\n\n\n<li><strong>Increase Hardware Efficiency:<\/strong> By designing batteries, low-power AI chips, neuromorphic processors, light-weight materials, and strong sensors for longer operation.<\/li>\n\n\n\n<li><strong>Encourage Public Private Partnerships: <\/strong>Accelerate deployment in strategic sectors through innovation, start-ups, research labs, industry and government programmes.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.thehindu.com\/sci-tech\/technology\/making-sense-of-embodied-ai\/article71233239.ece\" target=\"_blank\" rel=\"noopener\">Source: TH<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p><strong> Context <\/strong><\/p>\n<li class=\"ms-5\"> The recent integration of Google DeepMind\u2019s Gemini Robotics-ER 1.6 and Boston Dynamics\u2019 Spot robot exemplifies the rise of Embodied Artificial Intelligence (Embodied AI). <\/li>\n<p><\/p>\n<p><strong> About Embodied AI &#038; Scientific Foundation <\/strong><\/p>\n<li class=\"ms-5\"> Embodied AI is a kind of AI that claims intelligence is not separate from the physical body interacting with the environment. <\/li>\n<li class=\"ms-5\"> It learns from movement, perception, feedback and physical experience, not like conventional artificial intelligence systems that learn from digital data. <\/li>\n<p><a href=\" https:\/\/www.nextias.com\/ca\/current-affairs\/20-07-2026\/embodied-ai \" class=\"btn btn-primary btn-sm float-end\">Read More<\/a><\/p>\n","protected":false},"author":15,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-79640","post","type-post","status-publish","format-standard","hentry","category-current-affairs"],"acf":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/79640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/comments?post=79640"}],"version-history":[{"count":4,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/79640\/revisions"}],"predecessor-version":[{"id":79649,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/posts\/79640\/revisions\/79649"}],"wp:attachment":[{"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/media?parent=79640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/categories?post=79640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nextias.com\/ca\/wp-json\/wp\/v2\/tags?post=79640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}