{"id":909127,"date":"2026-11-07T13:34:15","date_gmt":"2026-11-07T13:34:15","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/909127\/"},"modified":"2026-11-07T13:34:15","modified_gmt":"2026-11-07T13:34:15","slug":"these-ai-agents-design-your-perfect-robot-powered-lab-and-run-it-for-you","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/909127\/","title":{"rendered":"These AI agents design your perfect robot-powered lab \u2014 and run it for you"},"content":{"rendered":"<p> <img decoding=\"async\" class=\"figure__image\" alt=\"A general view of a self-building lab with a robotic arm seen slightly off-centre of the image\" loading=\"lazy\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2026\/11\/d41586-026-03587-x_53944606.jpg\"\/><\/p>\n<p class=\"figure__caption u-sans-serif\">Artificial-intelligence agents can devise a detailed procedure for a robotic arm and test it in a virtual laboratory.Credit: Jiaru Bai &amp; Yuchi Zhao, University of Toronto<\/p>\n<p>Laboratory robots are tireless and uncomplaining, but they have narrow skill sets, limited mobility and an inability to get out of each other\u2019s way. Now, a system of artificial-intelligence agents promises to help <a href=\"https:\/\/www.nature.com\/articles\/d41586-024-03714-6\" data-track=\"click\" data-label=\"https:\/\/www.nature.com\/articles\/d41586-024-03714-6\" data-track-category=\"body text link\" rel=\"nofollow noopener\" target=\"_blank\">lab robots<\/a> do their best work.<\/p>\n<p>In this process, a scientist describes their research programme and lab set-up to the agents, which then create step-by-step experimental protocols for the lab\u2019s robots. The agents also generate a virtual version of the lab and test the protocols there. They can then direct the robots in the real lab to perform the research.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/d41586-023-03956-w\" class=\"u-link-inherit\" data-track=\"select_article\" data-track-action=\"view recommended article\" data-track-context=\"related article widget on news body\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" class=\"recommended__image\" alt=\"\" src=\"https:\/\/www.newsbeep.com\/us\/wp-content\/uploads\/2026\/11\/d41586-026-03587-x_26700986.jpg\"\/><\/p>\n<p class=\"recommended__title u-serif\">Robot chemist sparks row with claim it created new materials<\/p>\n<p><\/a><\/p>\n<p>The agents can even design an entire lab from scratch, using a virtual one to work out the ideal placement for instruments and robots.<\/p>\n<p>The system is described in a preprint posted in October to arXiv<a href=\"#ref-CR1\" data-track=\"click\" data-action=\"anchor-link\" data-track-label=\"go to reference\" data-track-category=\"references\">1<\/a>. It has not been peer reviewed.<\/p>\n<p>In a test, the agents wrote more than 200 commands directing a robotic arm to move between and interact with instruments in an existing lab space. The agent simulated the steps in the virtual lab to ensure that it all worked smoothly, then directed the real-life arm to carry out procedures to measure the optical properties of nanocrystals.<\/p>\n<p>The concept is \u201cvery cool\u201d and could drastically reduce the effort required to set up automated labs, says Evan Collins, a bioengineer at the Massachusetts Institute of Technology in Cambridge. But integrating the cameras and sensors that the agents need to direct experiments effectively could require more resources than does setting up a lab manually, he says.<\/p>\n<p>Collision avoidance<\/p>\n<p>The simulations would make it easy to plan robotic movements that avoid collisions between robots and other objects in the lab, says Collins.<\/p>\n<p>This could ease the process of getting labs up and running, given that setting up an automated lab is often a time-consuming process of trial and error followed by extensive testing and troubleshooting. Because the agents conduct all the planning and testing in a simulated environment, there is no need for researchers to \u201cbabysit the system\u201d after it\u2019s built, says Yuchi (Allan) Zhao, a roboticist at the University of Toronto in Canada and co-author of the preprint.<\/p>\n","protected":false},"excerpt":{"rendered":"Artificial-intelligence agents can devise a detailed procedure for a robotic arm and test it in a virtual laboratory.Credit:&hellip;\n","protected":false},"author":2,"featured_media":909128,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[1159,63472,1877,1160,79,74],"class_list":["post-909127","post","type-post","status-publish","format-standard","has-post-thumbnail","category-science","tag-humanities-and-social-sciences","tag-lab-life","tag-machine-learning","tag-multidisciplinary","tag-science","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/909127","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=909127"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/909127\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/909128"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=909127"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=909127"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=909127"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}