{"id":155444,"date":"2025-10-31T14:41:09","date_gmt":"2025-10-31T14:41:09","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/155444\/"},"modified":"2025-10-31T14:41:09","modified_gmt":"2025-10-31T14:41:09","slug":"how-one-mit-scientist-is-rewiring-robots-to-beat-big-tech","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/155444\/","title":{"rendered":"How One MIT Scientist Is Rewiring Robots To Beat Big Tech"},"content":{"rendered":"<p><img decoding=\"async\" class=\" top-image\" src=\"https:\/\/www.europesays.com\/ie\/wp-content\/uploads\/2025\/10\/1761921669_42_960x0.jpg\" alt=\"Daniella Rus Lab shot\" data-height=\"2251\" data-width=\"1790\" fetchpriority=\"high\" style=\"position:absolute;top:0\"\/><\/p>\n<p>Daniella Rus pictured at MIT CSAIL <\/p>\n<p>Daniella Rus<\/p>\n<p>From a billion miles away, Earth appears as nothing more than a pale blue speck of dust, seen only through a shaft of sunlight. &#8220;Look again at that dot,&#8221; Carl Sagan wrote. &#8220;That&#8217;s here. That&#8217;s home. That&#8217;s us.&#8221;<\/p>\n<p>It&#8217;s a quote that many might seem liken to scientific meandering.&#8221; Yet for Daniela Rus, a globally renowned leader in Robotics and Director of MIT&#8217;s Computer Science and Artificial Intelligence Laboratory (CSAIL), it&#8217;s her mission statement.<\/p>\n<p>&#8220;We are an extraordinary species on an extraordinary planet,&#8221; she told me. &#8220;As we build intelligent machines, we have to remember our responsibility to humanity, to the planet, and to the future.&#8221;<\/p>\n<p>For decades, the world&#8217;s most powerful AI labs have been defined by men, machines, and monumental scale. Daniela Rus is writing her own version of this story<strong>.<\/strong> As the first woman to lead MIT&#8217;s storied CSAIL, she&#8217;s bringing empathy into engineering and proving that responsibility is as radical and as commercially attractive as unguarded innovation. With her latest venture, Liquid AI,<a class=\"editor-rtfLink\" href=\"https:\/\/techcrunch.com\/2024\/12\/13\/liquid-ai-just-raised-250m-to-develop-a-more-efficient-type-of-ai-model\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/techcrunch.com\/2024\/12\/13\/liquid-ai-just-raised-250m-to-develop-a-more-efficient-type-of-ai-model\/\" aria-label=\"raising a landmark series A\"> raising a landmark series A<\/a>, Rus is betting that the future of intelligence isn&#8217;t about building bigger brains in the cloud, but smarter, kinder ones at our fingertips. <\/p>\n<p>I spoke with Daniela Rus about how she views this pivotal moment in technology, the narrative around machines replacing humans, and how she&#8217;s working to build systems that, above all else, remind us of what it means to be one. <\/p>\n<p>From Bucharest to the MIT Brain Trust<\/p>\n<p>Rus was born in Communist Romania under Nicolae Ceau\u0219escu&#8217;s regime. &#8220;Our world was small,&#8221; she shares. &#8220;But books like Jules Verne&#8217;s Twenty Thousand Leagues Under the Sea, Around the World in Eighty Days, let me fantasize about a different life.&#8221;<\/p>\n<p>Like many women <a class=\"editor-rtfLink\" href=\"https:\/\/www.forbes.com\/sites\/gemmaallen\/2025\/04\/13\/forbes-ai-50-5-women-one-commonality-the-immigrant-edge\/\" data-ga-track=\"InternalLink:https:\/\/www.forbes.com\/sites\/gemmaallen\/2025\/04\/13\/forbes-ai-50-5-women-one-commonality-the-immigrant-edge\/\" target=\"_self\" aria-label=\"leading the charge in the AI space\" rel=\"nofollow noopener\">leading the charge in the AI space<\/a>, Rus is an immigrant. She emigrated to the United States with her family in 1982. As a child, she loved space and solving problems, so naturally, she studied computer science and mathematics, with a minor in astronomy. &#8220;I loved stargazing and thinking about the history of the universe and decided to pursue a PhD exploring how computation interacts with the physical world,&#8221; she recalls.<\/p>\n<p>For Rus, it has always been about using math and computing to understand the mystery that surrounds us. &#8220;Digital computation is clean,&#8221; she said. &#8220;But in the physical world, everything is messy. It&#8217;s continuous, uncertain, and embodied. That&#8217;s where new models of intelligence are needed.&#8221;<\/p>\n<p>At her lab, the questions aren&#8217;t just how robots move, but why. What began with soft robotics and self-driving cars has evolved into something far more ambitious: a new generation of artificial intelligence that might finally grasp context, and most importantly for Rus, the power of consequence.<\/p>\n<p>Robots -Inventing the Liquid Mind<\/p>\n<p>Ramin Hasani Co-founder &amp; CEO. Mathias Lechner Co-founder. Alexander Amini Co-founder &amp; CSO. Daniela L. Rus \u2014 Co-founder and Chief Scientist<\/p>\n<p>Liquid AI<\/p>\n<p>Among the most radical breakthroughs to emerge from MIT CSAIL is Liquid AI, a startup born from the lab\u2019s pioneering research on liquid neural networks. Co-founded by Rus alongside Ramin Hasani, Mathias Lechner, and Alexander Amini,  all former CSAIL researchers and lab colleagues, the company founded in 2023, has already raised $250 million in Series A funding led by AMD, valuing it at roughly $2 billion.<\/p>\n<p>What began as an experiment inspired by a humble worm \u2014 a creature with only 302 neurons yet an extraordinary capacity to adapt \u2014 has evolved into a venture redefining the boundaries of artificial intelligence.<\/p>\n<p>The team&#8217;s liquid neural networks mirror the worms&#8217; same natural efficiency, applying the core scientific principle of cause and effect, which can adjust to changing environments and run on the edge rather than the cloud.<\/p>\n<p>Having recently closed a $250 million Series A led by AMD, now valuing the company at $2 billion, Liquid AI is proving that smaller, smarter systems can compete with the biggest models in the world. &#8220;It can find creative solutions,&#8221; Rus says. &#8220;If it encounters an obstacle, it doesn&#8217;t go around, it pushes it away.&#8221; The result is systems that are interpretable, energy-efficient, and fast enough to run anywhere. &#8220;We realized this was something the world needed. Years ago, we asked: Could we design AI that runs on a device, not in the cloud?&#8221; she explained. &#8220;If your car is driving 60 miles an hour, you can&#8217;t wait ten seconds for the cloud to tell you what to do.&#8221; <\/p>\n<p>That simple observation now defines Liquid AI&#8217;s philosophy: building intelligence that&#8217;s interpretable, energy-efficient, and capable of making real-time decisions without brute-force computing. As Rus puts it, &#8220;We&#8217;re proving that progress doesn&#8217;t have to mean more. It can mean smarter.&#8221;<\/p>\n<p>Smarter, Not Bigger: The Economics of Private Edge AI<\/p>\n<p>For years, AI progress was measured in model size and server spend. &#8220;That pushed intelligence toward industrial-scale infrastructure,&#8221; Rus said. &#8220;But I don&#8217;t think the future of AI rests on size alone.&#8221;<\/p>\n<p>Daniella Rus Professor MIT CSAIL<\/p>\n<p>Daniella Rus<\/p>\n<p>She envisions a different trajectory, one defined by capability, adaptability, and energy efficiency. &#8220;Private edge AI moves computation from distant servers to the devices in our hands, homes, and workplaces,&#8221; she says. &#8220;It empowers people and organizations while reducing cost, latency, and energy use.&#8221;<\/p>\n<p>While humanity is a key motivator for Rus, the economic implications are undeniably profound. &#8220;When intelligence is decoupled from centralized data centers, innovation redistributes,&#8221; she said. &#8220;It&#8217;s like the shift from mainframes to personal computers. It moves value from infrastructure providers to everyone else.&#8221;<\/p>\n<p>If cloud-scale AI was the industrial revolution, Liquid AI is the personal one. Imagine models that run locally on your phone, your glasses, even your suitcase. &#8220;It&#8217;s extraordinary,&#8221; Rus said. &#8220;We haven&#8217;t begun to imagine what becomes possible when intelligence is truly everywhere, and private.&#8221;<\/p>\n<p> The Most Radical Robot of All<\/p>\n<p>Talking with Rus feels like toggling between cosmic wonder and engineering precision. One moment she&#8217;s invoking Sagan; the next, describing how on-device intelligence could restore autonomy for a visually impaired person.<\/p>\n<p>&#8220;We once built a<a class=\"editor-rtfLink\" href=\"https:\/\/www.andreabocellifoundation.org\/mit-fifth-sense-project-demo-and-test\/#:~:text=Dr.,and%20a%20tactile%20Braille%20interface.\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.andreabocellifoundation.org\/mit-fifth-sense-project-demo-and-test\/#:~:text=Dr.,and%20a%20tactile%20Braille%20interface.\" aria-label=\"navigation system for Andrea Bocelli\"> navigation system for Andrea Bocelli<\/a>,&#8221; she said. &#8220;It mapped self-driving technology onto wearables so he could move safely through unfamiliar spaces. Now imagine that powered by edge AI.&#8221;<\/p>\n<p>For Rus, technology&#8217;s purpose isn&#8217;t dominance; it should be above all about human dignity. &#8220;With robots, we can amplify strength and precision,&#8221; she said. &#8220;With AI, we can amplify cognition, creativity, empathy, and foresight. These tools should help us become better versions of ourselves.&#8221;<\/p>\n<p>The Intelligence We\u2019re Missing: Women in AI<\/p>\n<p>When asked about<a class=\"color-link\" href=\"https:\/\/www.forbes.com\/sites\/torconstantino\/2024\/11\/12\/women-make-up-29-of-the-ai-workforce---heres-how-to-fix-it\/\" data-ga-track=\"InternalLink:https:\/\/www.forbes.com\/sites\/torconstantino\/2024\/11\/12\/women-make-up-29-of-the-ai-workforce---heres-how-to-fix-it\/\" target=\"_self\" aria-label=\"the gender gap\" rel=\"nofollow noopener\"> the gender gap <\/a>in AI, Rus doesn&#8217;t sugarcoat the reality. &#8220;The barrier starts early,&#8221; she said. &#8220;Boys and girls aren&#8217;t encouraged to have the same big aspirations. Too often, girls get subtle signals that these paths aren&#8217;t for them, and that compounds over time.&#8221;<\/p>\n<p>Her fix is deceptively simple: normalize ambition. &#8220;We need to celebrate girls who say, &#8216;I want to be a roboticist, an astronaut, an engineer.&#8217; When participation is equal, we don&#8217;t just change statistics; we change outcomes. We expand the pool of creativity our field depends on.&#8221;<\/p>\n<p>She reinforces this message with her female students, &#8220;If you&#8217;re the only woman in the room, it doesn&#8217;t mean you don&#8217;t belong. It means you&#8217;re a pioneer. Prepare. Excel. Don&#8217;t let self-doubt silence you. Take up space unapologetically. You are shaping one of the most important conversations of our time.&#8221;<\/p>\n<p>The Pale Blue Dot, Reimagined<\/p>\n<p>As our call ended, Rus circled back to that speck of light. &#8220;We&#8217;re the only species aware enough to build these extraordinary tools,&#8221; she said. &#8220;That awareness comes with responsibility, for each other, for our planet, for the generations to come.&#8221;<\/p>\n<p>For Daniela Rus, AI isn&#8217;t about human redundancy. &#8220;The goal isn&#8217;t to make machines more human,&#8221; she said. &#8220;It&#8217;s to make humanity more thoughtful.&#8221; The rest, she argues, is just code.<\/p>\n","protected":false},"excerpt":{"rendered":"Daniella Rus pictured at MIT CSAIL Daniella Rus From a billion miles away, Earth appears as nothing more&hellip;\n","protected":false},"author":2,"featured_media":155445,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[77],"tags":[44373,289,90870,18,90873,19,17,90871,610,46709,90872,133,1526],"class_list":{"0":"post-155444","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-science","8":"tag-ai-ethics","9":"tag-artificial-intelligence","10":"tag-daniela-rus","11":"tag-eire","12":"tag-human-centered-ai","13":"tag-ie","14":"tag-ireland","15":"tag-liquid-ai","16":"tag-machine-learning","17":"tag-mit-csail","18":"tag-robotics-innovation","19":"tag-science","20":"tag-women-in-tech"},"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@ie\/115469306262444549","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/155444","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=155444"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/155444\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/155445"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=155444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=155444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=155444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}