Alphabet Inc.\u2019s Google DeepMind lab today detailed Genie 3, an artificial intelligence model designed to generate virtual worlds.<\/p>\n
The AI is the third iteration of an algorithm series that the company introduced last February. According to DeepMind, it could help advance machine learning research by creating higher-quality training environments for AI models.<\/p>\n
Genie 3 generates virtual worlds based on natural language prompts. It can simulate forecasts, Alpine landscapes and other outdoor locations along with indoor spaces. In one internal test, DeepMind researchers had Genie 3 generate an elaborate underwater environment complete with a large jellyfish.<\/p>\n
Users can change a virtual world with prompts. Genie 3 may be instructed to modify the weather, adjust the camera angle or add objects to an environment. It\u2019s also possible to simulate interactions between those objects.\u00a0<\/p>\n
The algorithm\u2019s predecessor, Genie 2, could render virtual environments for up to 20 seconds at a time. DeepMind says that Genie 3 can manage up to several minutes. The Alphabet unit\u2019s researchers also boosted rendering quality from 360p to 720p, which corresponds to a resolution of 1280 by 720 pixels.<\/p>\n
Rendering consistency is another area where Genie 3 offers improvements. During user sessions, the model analyzes past frames to determine how future frames should be generated.\u00a0<\/p>\n
\u201cGenerating an environment auto-regressively is generally a harder technical problem than generating an entire video, since inaccuracies tend to accumulate over time,\u201d DeepMind researchers Jack Parker-Holder and Shlomi Fruchter explained in a blog post<\/a> today. \u201cDespite the challenge, Genie 3 environments remain largely consistent for several minutes, with visual memory extending as far back as one minute ago.\u201d<\/p>\n DeepMind believes that Genie 3 could lend itself to training embodied agents. Those are AI agents designed to power autonomous systems such as industrial robots. Often, such algorithms are trained in simulations of the real-world environments they will be expected to navigate.<\/p>\n DeepMind put Genie 3\u2019s embodied agent training features to the test using an AI model called SIMA. The latter algorithm is designed to autonomously perform tasks in virtual environments. During the test, DeepMind researchers successfully instructed SIMA to perform a series of actions in environments generated by Genie 3.<\/p>\n \u201cIn each world we instructed the agent to pursue a set of distinct goals, which it aims to achieve by sending navigation actions to Genie 3,\u201d Parker-Holder and Fruchter wrote. \u201cLike any other environment, Genie 3 is not aware of the agent\u2019s goal, instead it simulates the future based on the agent\u2019s actions.\u201d<\/p>\n Initially, DeepMind will make Genie 3 accessible to a limited number of testers as a research preview. The Alphabet unit is currently studying how it could make the AI available to more users in the future.<\/p>\n Image: DeepMind<\/p>\n Support our open free content by sharing and engaging with our content and community.<\/p>\n Join theCUBE\u00a0Alumni Trust Network<\/p>\n Where Technology Leaders Connect, Share Intelligence & Create Opportunities<\/p>\n 11.4k+\u00a0\u00a0<\/p>\n CUBE Alumni Network<\/p>\n C-level and Technical<\/p>\n Domain Experts<\/p>\n Connect with 11,413+ industry leaders from our network of tech and business leaders forming a unique trusted network effect.<\/p>\n SiliconANGLE Media is a recognized leader in digital media innovation serving innovative audiences and brands, bringing together cutting-edge technology, influential content, strategic insights and real-time audience engagement. As the parent company of SiliconANGLE<\/a>, theCUBE Network<\/a>, theCUBE Research<\/a>, CUBE365<\/a>, theCUBE AI<\/a> and theCUBE SuperStudios \u2014 such as those established in Silicon Valley and the New York Stock Exchange (NYSE) \u2014 SiliconANGLE Media operates at the intersection of media, technology, and AI. . <\/p>\n Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a powerful ecosystem of industry-leading digital media brands, with a reach of 15+ million elite tech professionals. The company\u2019s new, proprietary theCUBE AI Video cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations.<\/p>\n","protected":false},"excerpt":{"rendered":"Alphabet Inc.\u2019s Google DeepMind lab today detailed Genie 3, an artificial intelligence model designed to generate virtual worlds.…\n","protected":false},"author":2,"featured_media":47880,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[49,48,33103,20357,3680,61],"class_list":["post-47879","post","type-post","status-publish","format-standard","has-post-thumbnail","category-technology","tag-ca","tag-canada","tag-google-deepmind-debuts-genie-3-model-for-generating-interactive-virtual-worlds","tag-maria-deutscher","tag-siliconangle","tag-technology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/47879","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/comments?post=47879"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/posts\/47879\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media\/47880"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/media?parent=47879"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/categories?post=47879"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ca\/wp-json\/wp\/v2\/tags?post=47879"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}