{"id":2817,"date":"2024-04-21T17:00:00","date_gmt":"2024-04-22T00:00:00","guid":{"rendered":"https:\/\/meta-quantum.today\/?p=2817"},"modified":"2024-04-21T16:16:42","modified_gmt":"2024-04-21T23:16:42","slug":"how-ai-will-step-off-the-screen-and-into-the-real-world-daniela-rus-ted","status":"publish","type":"post","link":"https:\/\/meta-quantum.today\/?p=2817","title":{"rendered":"How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>Introduction:<\/strong><\/h3>\n\n\n\n<p>Daniela Rus shares a humorous anecdote from her student days, illustrating the difficulty of bridging the gap between digital intelligence and physical tasks. She then introduces the concept of physical intelligence, a fusion of AI&#8217;s digital capabilities with robotics, enabling machines to interact with the real world.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Physical Real World NOW with AI, Life with AI:<\/h3>\n\n\n\n<p>Artificial intelligence (AI) is already woven into the fabric of our physical world in 2024, and it&#8217;s likely you interact with it more than you realize. Here are some examples:<\/p>\n\n\n\n<p><strong>Daily Encounters:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Smart assistants:<\/strong> Voice assistants like Siri and Alexa control smart devices in your home, answer questions, and even order groceries.<\/li>\n\n\n\n<li><strong>Smartphones:<\/strong> AI personalizes your experience by filtering news feeds, recommending apps and music, and correcting your typos.<\/li>\n\n\n\n<li><strong>Transportation:<\/strong> Ride-sharing services use AI algorithms to optimize routes and dispatch drivers, and self-driving cars (still under development in many places) rely heavily on AI.<\/li>\n<\/ol>\n\n\n\n<p><strong>Beyond the Obvious:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Manufacturing:<\/strong> AI helps manage complex supply chains, optimize factory processes, and perform quality control inspections.<\/li>\n\n\n\n<li><strong>Healthcare:<\/strong> AI assists doctors in analyzing medical scans, developing treatment plans, and even performing some surgeries with robotic precision.<\/li>\n\n\n\n<li><strong>Finance:<\/strong> AI helps detect fraud, personalize investment recommendations, and automate financial tasks.<\/li>\n<\/ol>\n\n\n\n<p>Life with AI can be both beneficial and pose some challenges:<\/p>\n\n\n\n<p><strong>Benefits:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Efficiency:<\/strong> AI automates tedious tasks, freeing us for more creative work and leisure.<\/li>\n\n\n\n<li><strong>Accuracy:<\/strong> AI analyzes vast amounts of data to improve decision-making and reduce errors in various fields.<\/li>\n\n\n\n<li><strong>Innovation:<\/strong> AI is constantly evolving, leading to new solutions and advancements in many areas.<\/li>\n<\/ol>\n\n\n\n<p><strong>Challenges:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Job displacement:<\/strong> As AI automates tasks, some jobs may become obsolete.<\/li>\n\n\n\n<li><strong>Bias:<\/strong> AI algorithms can inherit biases from the data they&#8217;re trained on, leading to unfair outcomes.<\/li>\n\n\n\n<li><strong>Transparency:<\/strong> Complex AI systems can be difficult to understand, raising concerns about accountability.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">TED Video:<\/h3>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How AI Will Step Off the Screen and into the Real World | Daniela Rus | TED\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/QOCZYRXL0AQ?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><strong>Related Sections to TED Video above:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>AI&#8217;s Transition to the Physical World:<\/strong>\n<ol class=\"wp-block-list\">\n<li>Rus discusses the current separation between AI and robotics, emphasizing the need to integrate digital intelligence with physical machines.<\/li>\n\n\n\n<li>She introduces the concept of physical intelligence, which leverages AI to enhance the capabilities of robots in real-world environments.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Liquid Networks:<\/strong>\n<ol class=\"wp-block-list\">\n<li>Rus presents &#8220;liquid networks,&#8221; a novel AI approach inspired by the neural structure of C. elegans.<\/li>\n\n\n\n<li>Liquid networks offer more compact and explainable solutions compared to traditional AI systems, enabling machines to adapt and improve continuously.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Text-to-Robot and Image-to-Robot Transformation:<\/strong>\n<ol class=\"wp-block-list\">\n<li>Rus explains how her team developed systems that translate text and images into physical robot designs.<\/li>\n\n\n\n<li>This approach accelerates prototyping and innovation cycles by reducing time and resource requirements.<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>Human-to-Robot Learning:<\/strong>\n<ol class=\"wp-block-list\">\n<li>Rus demonstrates how robots can learn from human demonstrations using physical data collected in a kitchen environment.<\/li>\n\n\n\n<li>This method enables machines to perform tasks with grace, agility, and adaptability.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Impact to SEA and opportunities:<\/h3>\n\n\n\n<p>Southeast Asia is a region ripe with potential for AI to create positive change. How AI is impacting the region and the opportunities:<\/p>\n\n\n\n<p><strong>Economic Growth:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Boosting GDP:<\/strong> Estimates suggest AI could add up to $1 trillion to Southeast Asia&#8217;s GDP by 2030, with sectors like manufacturing and agriculture seeing significant benefits.<\/li>\n\n\n\n<li><strong>Efficiency gains:<\/strong> AI can automate tasks in logistics, human resources, and other areas, streamlining businesses and boosting productivity.<\/li>\n<\/ul>\n\n\n\n<p><strong>Agriculture:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Precision farming:<\/strong> AI can analyze data to optimize fertilizer and water usage, predict crop yields, and even detect diseases in plants.<\/li>\n\n\n\n<li><strong>Weather prediction:<\/strong> AI-powered weather forecasting can help farmers prepare for droughts, floods, and other disruptions.<\/li>\n<\/ul>\n\n\n\n<p><strong>Hospitality:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Guest Experience Personalization:<\/strong>\u00a0AI chatbots can answer guest inquiries 24\/7, personalize recommendations for local attractions, and even handle room service orders.<\/li>\n\n\n\n<li><strong>Revenue Management &amp; Pricing Optimization:<\/strong>\u00a0AI can analyze data to predict demand and set dynamic pricing strategies that maximize hotel revenue.<\/li>\n\n\n\n<li><strong>Targeted Marketing &amp; Guest Segmentation:<\/strong>\u00a0AI can analyze guest data to identify target markets and personalize marketing campaigns for different guest segments.<\/li>\n\n\n\n<li><strong>Operational Efficiency:<\/strong>\u00a0AI can automate tasks like scheduling staff, managing inventory, and streamlining back-office operations, freeing up staff time for guest interaction.<\/li>\n<\/ul>\n\n\n\n<p><strong>Public Services:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Disaster management:<\/strong> AI can analyze data to predict natural disasters and optimize emergency response efforts.<\/li>\n\n\n\n<li><strong>Personalized education:<\/strong> AI tutors can provide students with individualized learning experiences and identify areas where they need extra help.<\/li>\n<\/ul>\n\n\n\n<p><strong>Challenges and Considerations:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Digital Divide:<\/strong> Unequal access to technology could exacerbate existing inequalities in the region.<\/li>\n\n\n\n<li><strong>Workforce training:<\/strong> Governments and businesses need to invest in training programs to equip workers with the skills needed for an AI-powered economy.<\/li>\n<\/ul>\n\n\n\n<p><strong>Opportunities and the Road Ahead:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Focus on ethical AI:<\/strong> Developing and deploying AI in a responsible manner is crucial to ensure it benefits everyone.<\/li>\n\n\n\n<li><strong>Collaboration:<\/strong> Regional cooperation on AI development and policy can accelerate progress and ensure shared benefits.<\/li>\n\n\n\n<li><strong>Investing in infrastructure:<\/strong> Building a robust digital infrastructure is essential for AI to reach its full potential in Southeast Asia.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Conclusion:<\/strong><\/h3>\n\n\n\n<p>In her TED talk, Rus concludes by emphasizing the transformative potential of physical intelligence. She imagines a future where AI-powered machines enrich our capabilities and interactions with the world. She encourages viewers to contribute to this technology&#8217;s advancement for the betterment of humanity and the planet.<\/p>\n\n\n\n<p>AI&#8217;s significant impact on our physical world continues to grow. With such powerful technology, it&#8217;s crucial to understand both its benefits and challenges to ensure its use for good.<\/p>\n\n\n\n<p>By addressing these challenges and seizing the opportunities, Southeast Asia could leverage AI to become a global leader in innovation and economic growth.<\/p>\n\n\n\n<p><strong>Key Takeaway Points:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI is evolving beyond the confines of digital screens, merging with robotics to create physically intelligent machines.<\/li>\n\n\n\n<li>Liquid networks offer a new approach to AI that enables continuous adaptation and improved performance in real-world settings.<\/li>\n\n\n\n<li>Text-to-robot and image-to-robot transformations streamline the prototyping process and accelerate innovation.<\/li>\n\n\n\n<li>Human-to-robot learning facilitates graceful and agile machine behavior, expanding the range of tasks robots can perform.<\/li>\n<\/ul>\n\n\n\n<p><strong>Related References:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.csail.mit.edu\/\" target=\"_blank\" rel=\"noopener\" title=\"\">MIT Computer Science and AI lab<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/scholar.google.co.th\/scholar?q=Liquid+Networks+Research&amp;hl=en&amp;as_sdt=0&amp;as_vis=1&amp;oi=scholart\" target=\"_blank\" rel=\"noopener\" title=\"\">Liquid Networks Research<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/scholar.google.co.th\/scholar?q=C.+elegans+Neural+Mapping&amp;hl=en&amp;as_sdt=0&amp;as_vis=1&amp;oi=scholart\" target=\"_blank\" rel=\"noopener\" title=\"\">C. elegans Neural Mapping<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/sciencehub.mit.edu\/research\/ai-robotics\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AI in Robotics Research at MIT<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cbmm.mit.edu\/video\/liquid-neural-networks\" target=\"_blank\" rel=\"noopener\" title=\"\">MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) research on physical intelligence and liquid networks.<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In 2024, AI is seamlessly integrated into our daily lives, from smart assistants to self-driving cars. Explore the benefits and challenges of life with AI. <\/p>\n","protected":false},"author":1,"featured_media":2819,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15,18,13],"tags":[],"class_list":["post-2817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-education","category-quantum-and-u"],"aioseo_notices":[],"featured_image_src":"https:\/\/meta-quantum.today\/wp-content\/uploads\/2024\/04\/Quantum-The-Rise-of-physical-intelligence-in-AI.jpg","featured_image_src_square":"https:\/\/meta-quantum.today\/wp-content\/uploads\/2024\/04\/Quantum-The-Rise-of-physical-intelligence-in-AI.jpg","author_info":{"display_name":"coffee","author_link":"https:\/\/meta-quantum.today\/?author=1"},"rbea_author_info":{"display_name":"coffee","author_link":"https:\/\/meta-quantum.today\/?author=1"},"rbea_excerpt_info":"In 2024, AI is seamlessly integrated into our daily lives, from smart assistants to self-driving cars. Explore the benefits and challenges of life with AI. ","category_list":"<a href=\"https:\/\/meta-quantum.today\/?cat=15\" rel=\"category\">AI<\/a>, <a href=\"https:\/\/meta-quantum.today\/?cat=18\" rel=\"category\">Education<\/a>, <a href=\"https:\/\/meta-quantum.today\/?cat=13\" rel=\"category\">Quantum and U<\/a>","comments_num":"0 comments","_links":{"self":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/2817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2817"}],"version-history":[{"count":2,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/2817\/revisions"}],"predecessor-version":[{"id":2821,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/posts\/2817\/revisions\/2821"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=\/wp\/v2\/media\/2819"}],"wp:attachment":[{"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meta-quantum.today\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}