{"id":34001,"date":"2026-07-01T15:00:00","date_gmt":"2026-07-01T20:00:00","guid":{"rendered":"https:\/\/www.ecoticias.com\/en\/?p=34001"},"modified":"2026-07-01T06:29:10","modified_gmt":"2026-07-01T11:29:10","slug":"scientists-at-mit-have-created-a-robot-with-an-elephants-memory-that-promises-to-tell-you-where-you-left-your-keys-last-night-and-it-does-so-in-a-matter-of-seconds","status":"publish","type":"post","link":"https:\/\/www.ecoticias.com\/en\/scientists-at-mit-have-created-a-robot-with-an-elephants-memory-that-promises-to-tell-you-where-you-left-your-keys-last-night-and-it-does-so-in-a-matter-of-seconds\/34001\/","title":{"rendered":"Scientists at MIT have created a robot with an \u201celephant\u2019s memory\u201d that promises to tell you where you left your keys last night\u2014and it does so in a matter of seconds"},"content":{"rendered":"\n<p>Could a robot one day tell you where you left your keys, wallet, or an unfinished part on a <a href=\"https:\/\/www.ecoticias.com\/en\/elon-musks-plan-to-redesign-the-worlds-factories-and-perhaps-the-planet-too-humanoid-robots-that-work-12-hours-a-day-never-rest-and-use-artificial-intelligence\/26445\/\">factory floor<\/a>? Researchers at the Massachusetts Institute of Technology have developed a <a href=\"https:\/\/www.ecoticias.com\/en\/amsterdam-researchers-have-built-a-material-that-learns-without-software-and-its-moving-structure-remembers-past-shapes-as-if-intelligence-were-embedded-in-the-object-itself\/31898\/\">memory system<\/a> that moves a step in that direction, giving robots a way to remember what they saw, where they saw it, and when it happened.<\/p>\n\n\n\n<p>The system is called <a href=\"https:\/\/nicolasgorlo.com\/DAAAM_25\/\" target=\"_blank\" rel=\"noopener\">Describe Anything, Anywhere, Anytime, at Any Moment<\/a>, or DAAAM. It lets a moving robot build a detailed map of its surroundings and then answer plain-language questions about objects in that space, fast enough for <a href=\"https:\/\/www.ecoticias.com\/en\/the-robot-dog-that-already-works-in-orchards-it-monitors-crops-learns-routes-and-provides-real-time-data-using-artificial-intelligence\/28338\/\">real-time use<\/a>, according to <a href=\"https:\/\/news.mit.edu\/2026\/could-ai-tell-you-where-you-left-your-keys-0617\" target=\"_blank\" rel=\"noopener\">MIT News<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A map that remembers<\/h2>\n\n\n\n<p>A regular robot map can show walls, doors, furniture, and paths. But that is not the same as remembering that the red bike with a flat tire was near a specific building, or that a tool was left in a bin yesterday evening.<\/p>\n\n\n\n<p>DAAAM is designed for that second kind of memory. The researchers call it &#8220;spatiotemporal memory,&#8221; which means a memory that connects place with time, much like people do when they retrace their steps after losing something.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The team behind DAAAM<\/h2>\n\n\n\n<p><a href=\"https:\/\/aeroastro.mit.edu\/people\/luca-carlone\/\" target=\"_blank\" rel=\"noopener\">Luca Carlone<\/a>, an associate professor in MIT\u2019s Department of Aeronautics and Astronautics and director of the SPARK Laboratory, worked on the project with lead author <a href=\"https:\/\/nicolasgorlo.com\/\" target=\"_blank\" rel=\"noopener\">Nicolas Gorlo<\/a>, an MIT graduate student, and <a href=\"https:\/\/www.utn.de\/person\/prof-dr-lukas-schmid\/\" target=\"_blank\" rel=\"noopener\">Lukas Schmid<\/a>, a former MIT researcher who is now a professor at the University of Technology Nuremberg.<\/p>\n\n\n\n<div class=\"gb-element-a00da4e5\">\n<div><div class=\"gb-looper-46613eed\">\n<div class=\"gb-loop-item gb-loop-item-f045f1f1 post-34006 post type-post status-publish format-standard hentry category-technology\">\n<h3 class=\"gb-text gb-text-b886db7c\">Read More: <a href=\"https:\/\/www.ecoticias.com\/en\/they-hid-the-number-zero-from-an-artificial-intelligence-system-in-the-hope-that-it-would-discover-it-on-its-own-what-happened-teaches-us-an-important-lesson-about-the-future-of-ai\/34006\/\">They hid the number zero from an artificial intelligence system in the hope that it would discover it on its own; what happened teaches us an important lesson about the future of AI<\/a><\/h3>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<p>Carlone\u2019s central point is simple enough. If robots are going to work beside people, they need to understand requests in the way people actually speak, not just through rigid commands or labels.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1800\" height=\"1013\" src=\"https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system.jpg\" alt=\"MIT robot memory map showing detected objects and linked scene images used by the DAAAM artificial intelligence system.\" class=\"wp-image-34003\" title=\"\" srcset=\"https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system.jpg 1800w, https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system-300x169.jpg 300w, https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system-768x432.jpg 768w, https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system-1536x864.jpg 1536w, https:\/\/www.ecoticias.com\/en\/wp-content\/uploads\/2026\/07\/mit-robot-memory-map-daaam-ai-system-150x84.jpg 150w\" sizes=\"auto, (max-width: 1800px) 100vw, 1800px\" \/><figcaption class=\"wp-element-caption\">MIT\u2019s DAAAM system builds a detailed memory map of objects and places, helping robots answer questions about what they saw and where they saw it.<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Why robot maps fall short<\/h2>\n\n\n\n<p>Computer vision systems can often describe objects in impressive detail. Robotic mapping systems can also build three-dimensional layouts of rooms, buildings, or campuses.<\/p>\n\n\n\n<p>The trouble is that these strengths do not always meet in one fast system. A robot may know the shape of a room without knowing much about the objects inside it, or it may describe objects one by one so slowly that the method is not useful while the robot is moving.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A faster way to store details<\/h2>\n\n\n\n<p>DAAAM tries to solve that problem by grouping nearby objects as the robot travels. It also chooses key frames, which are the clearest views of several objects at once, so the system can describe many things in parallel instead of wasting time on every single camera frame.<\/p>\n\n\n\n<p>That choice matters in the real world, where a robot may pass hundreds of objects in just a few minutes. The team reports that this approach can speed up the description process tenfold, and Gorlo summed up the idea with a short line, &#8220;We annotate every object only once.&#8221;<\/p>\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=\"DAAAM: Describe Anything, Anywhere, at Any Moment\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/Nuom-BJ1AQA?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><figcaption class=\"wp-element-caption\">YouTube: <em>@MITSPARKLab<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">How it answers questions<\/h2>\n\n\n\n<p>Once DAAAM builds its memory, it still has to search through a large collection of objects and descriptions. <\/p>\n\n\n\n<p>To do that, the researchers use a large language model, the same broad type of AI behind modern chatbots, but connected to tools that search the robot\u2019s stored map.<\/p>\n\n\n\n<div class=\"gb-element-d7f3bc6e\">\n<div><div class=\"gb-looper-647e986b\">\n<div class=\"gb-loop-item gb-loop-item-416cc169 post-33945 post type-post status-publish format-standard has-post-thumbnail hentry category-energy resize-featured-image\">\n<h3 class=\"gb-text gb-text-2ff7b667\">Read More: <a href=\"https:\/\/www.ecoticias.com\/en\/puerto-rico-had-a-1-billion-federal-fund-to-install-solar-panels-and-batteries-in-vulnerable-households-but-now-much-of-that-money-is-being-diverted-to-the-old-power-grid\/33945\/\">Puerto Rico had a $1 billion federal fund to install solar panels and batteries in vulnerable households, but now much of that money is being diverted to the old power grid<\/a><\/h3>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<p>In practical terms, that means a person could ask about &#8220;the sculpture near the building&#8221; or &#8220;the red bike with the flat tire.&#8221; The system can search by meaning, location, or both, which helps it reduce made-up answers and respond in only a few seconds.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What the tests showed<\/h2>\n\n\n\n<p>The results are not just a neat demo. When compared with other methods, DAAAM was between 21 percent and 53 percent more accurate, depending on the type of question, according to MIT.<\/p>\n\n\n\n<p>The open-access paper also reports stronger results on tasks involving object questions, location errors, time errors, and step-by-step task grounding. One test setting covered travel sequences of about 36 minutes and just over one mile, which matters because a home, warehouse, or campus is not a single frozen snapshot.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Where it could matter<\/h2>\n\n\n\n<p>The factory example is easy to picture. A worker leaves a partly-assembled component in a storage bin, comes back the next day, and asks a robot to find it without digging through labels, cameras, or a checklist.<\/p>\n\n\n\n<p>There are other possible uses too. Augmented reality systems could guide maintenance workers toward a part that looks unusual, while travelers might use a similar memory system to get directions through large, confusing spaces like stations, hospitals, or airports.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What comes next<\/h2>\n\n\n\n<p>The researchers want to expand DAAAM so it can record important events in a space, not just objects and their locations. They are also working on confidence levels, so a robot might say, in effect, that it is fairly sure but not completely certain.<\/p>\n\n\n\n<div class=\"gb-element-e3e499f2\">\n<div><div class=\"gb-looper-0670903b\">\n<div class=\"gb-loop-item gb-loop-item-a8390598 post-33908 post type-post status-publish format-standard has-post-thumbnail hentry category-technology resize-featured-image\">\n<h3 class=\"gb-text gb-text-24a51617\">Read More: <a href=\"https:\/\/www.ecoticias.com\/en\/spacexs-valuation-keeps-rocketing-raising-eyebrows-about-how-high-a-private-company-can-fly-before-gravity-bites\/33908\/\">SpaceX\u2019s valuation keeps rocketing, raising eyebrows about how high a private company can fly before gravity bites<\/a><\/h3>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<p>That caution is important. A robot that claims too much could be annoying at home and risky in a workplace, so the next step is not just remembering more, but knowing when the memory may be weak.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Robots, keys, and limits<\/h2>\n\n\n\n<p>So, could AI tell you where you left your keys? Not as a household guarantee yet, but DAAAM shows how a robot could start building the kind of grounded memory needed for that task.<\/p>\n\n\n\n<p>The research was funded in part by the U.S. Army Research Laboratory and the Office of Naval Research, and MIT News noted that Carlone is currently on sabbatical as an Amazon Scholar while the work described was performed at MIT and not associated with Amazon.&nbsp;<\/p>\n\n\n\n<p>The official study has been published in the<em> <a href=\"https:\/\/openaccess.thecvf.com\/content\/CVPR2026\/html\/Gorlo_Describe_Anything_Anywhere_At_Any_Moment_CVPR_2026_paper.html\" target=\"_blank\" rel=\"noopener\">IEEE\/CVF<\/a> Proceedings of the Computer Vision and Pattern Recognition Conference<\/em>.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Could a robot one day tell you where you left your keys, wallet, or an unfinished part on a factory &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Scientists at MIT have created a robot with an \u201celephant\u2019s memory\u201d that promises to tell you where you left your keys last night\u2014and it does so in a matter of seconds\" class=\"read-more button\" href=\"https:\/\/www.ecoticias.com\/en\/scientists-at-mit-have-created-a-robot-with-an-elephants-memory-that-promises-to-tell-you-where-you-left-your-keys-last-night-and-it-does-so-in-a-matter-of-seconds\/34001\/#more-34001\" aria-label=\"Read more about Scientists at MIT have created a robot with an \u201celephant\u2019s memory\u201d that promises to tell you where you left your keys last night\u2014and it does so in a matter of seconds\">Read more<\/a><\/p>\n","protected":false},"author":15,"featured_media":34002,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-34001","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","resize-featured-image"],"_links":{"self":[{"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/posts\/34001","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/comments?post=34001"}],"version-history":[{"count":1,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/posts\/34001\/revisions"}],"predecessor-version":[{"id":34005,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/posts\/34001\/revisions\/34005"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/media\/34002"}],"wp:attachment":[{"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/media?parent=34001"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/categories?post=34001"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecoticias.com\/en\/wp-json\/wp\/v2\/tags?post=34001"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}