[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-mit-csail-teaches-robots-to-learn-their-own-physics-from-video":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":97,"popular_news":160,"categories":231},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":42,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"MIT CSAIL Teaches Robots to Learn Their Own Physics from Video","Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed a groundbreaking system called Neural Jacobian Fields (NJF) that revolutionizes how robots are controlled. Instead of relying on complex mathematical models tailored to rigid and expensive robotic structures, NJF enables robots to autonomously learn about their own bodies and responses to commands using only visual input.","This technology enables robots to adjust to their own unique, even unconventional, physical designs, opening new possibilities for flexible and cost-effective robotics in the future.","The key innovation lies in its simplicity: after training, the robot can be controlled in real time using just a single standard camera","\u003Cp>\u003Cstrong>Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed a groundbreaking system called Neural Jacobian Fields (NJF) that revolutionizes how robots are controlled.\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/01/image-2025-07-27t111406462.webp\" type=\"image/webp\">\u003Cimg alt=\"MIT CSAIL Teaches Robots to Learn Their Own Physics from Video\" class=\"image-align-left\" height=\"225\" src=\"https://cdn.quasa.io/photos/01/image-2025-07-27t111406462.jpg\" width=\"300\" />\u003C/picture>Instead of relying on complex mathematical models tailored to rigid and expensive robotic structures, NJF enables robots to autonomously learn about their own bodies and responses to commands using only visual input.\u003C/p>\n\n\u003Cp>During the training process, a robot performs random movements while multiple cameras observe its actions. The NJF system builds an internal model of the robot’s physics, mapping control signals to actual movements. This approach builds on advancements in Neural Radiance Fields (NeRF) technology, adapting it to capture the dynamic behavior of a robot’s physical form.\u003C/p>\n\n\u003Cp>\u003Cstrong>The key innovation lies in its simplicity\u003C/strong>: after training, the robot can be controlled in real time using just a single standard camera. This eliminates the need for costly sensors or intricate pre-programmed models. The system has been successfully tested on a range of devices, from soft pneumatic manipulators to standard 3D-printed structures, demonstrating its versatility.\u003C/p>\n\n\u003Chr />\n\u003Cp>\u003Cstrong>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/01/image-2025-07-27t111408962.webp\" type=\"image/webp\">\u003Cimg alt=\"MIT CSAIL Teaches Robots to Learn Their Own Physics from Video\" class=\"image-align-right\" height=\"135\" src=\"https://cdn.quasa.io/photos/01/image-2025-07-27t111408962.jpg\" width=\"180\" />\u003C/picture>Also read:\u003C/strong>\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/microsoft-s-copilot-to-gain-personalization-with-expressive-avatars-and-conversational-memory\">Microsoft’s Copilot to Gain Personalization with Expressive Avatars and Conversational Memory\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/google-launches-opal-a-visual-builder-for-creating-and-publishing-ai-powered-apps\">Google Launches Opal: A Visual Builder for Creating and Publishing AI-Powered Apps\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/4chan-hacker-leaks-59gb-of-tea-app-user-data-including-photos-locations-and-driver-s-licenses\">4chan Hacker Leaks 59GB of Tea App User Data, Including Photos, Locations, and Driver’s Licenses\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Cp>While NJF currently lacks tactile feedback, it paves the way for creating more affordable and adaptable robots. This technology enables robots to adjust to their own unique, even unconventional, physical designs, opening new possibilities for flexible and cost-effective robotics in the future.\u003C/p>","mit-csail-teaches-robots-to-learn-their-own-physics-from-video","2025-07-27T09:15:50.000000Z","2025-08-07T11:08:00.000000Z","07.08.2025",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/Pztmx3Y48p9q1iUhjUt2nvyuhzq3yjKuNFAACy6E.jpg","https://cdn.quasa.io/images/news/Pztmx3Y48p9q1iUhjUt2nvyuhzq3yjKuNFAACy6E.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pztmx3Y48p9q1iUhjUt2nvyuhzq3yjKuNFAACy6E.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pztmx3Y48p9q1iUhjUt2nvyuhzq3yjKuNFAACy6E.webp","small",null,1298,0,"en",{"id":42,"title":43,"slug":44,"meta_title":92,"meta_description":93,"meta_keywords":94,"deleted_at":87,"created_at":95,"updated_at":96,"lang":90},"Quasa media blog about growth hacking in Tech","All the most interesting and useful about technologies. Exclusive articles from technologies you won't find anywhere else.","Technology, tech, business, ai, gadget, gadgets, life hacks","2023-03-23T08:15:32.000000Z","2024-08-25T15:37:57.000000Z",[98,111,122,135,148],{"title":99,"description":100,"slug":101,"created_at":102,"publish_at":102,"formatted_created_at":103,"category":104,"links":105,"view_type":86,"video_url":87,"views":69,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"Mozilla Nails It: Thunderbolt Brings “ChatGPT at Home” to the Enterprise — Without Vendor Lock-In","While OpenAI and Anthropic race to sell their proprietary AI platforms to big corporations, Mozilla’s subsidiary MZLA Technologies has taken a very different 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transaction outputs forever, Bitcoin developers have introduced BIP-361 — officially titled “Post Quantum Migration and Legacy Signature Sunset.”","bitcoin-developers-propose-bip-361-quantum-proof-migration-that-would-freeze-millions-of-legacy-coins","2026-04-17T11:38:06.000000Z","2026-04-19T11:29:00.000000Z",{"title":43,"slug":44},{"image":130,"image_webp":131,"thumb":132,"thumb_webp":133},"https://cdn.quasa.io/images/news/XW07GuAbFLRaVskP2iUsv0witLmM4GwiSlwMPZpp.jpg","https://cdn.quasa.io/images/news/XW07GuAbFLRaVskP2iUsv0witLmM4GwiSlwMPZpp.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/XW07GuAbFLRaVskP2iUsv0witLmM4GwiSlwMPZpp.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/XW07GuAbFLRaVskP2iUsv0witLmM4GwiSlwMPZpp.webp",39,{"title":136,"description":137,"slug":138,"created_at":139,"publish_at":140,"formatted_created_at":103,"category":141,"links":142,"view_type":86,"video_url":87,"views":147,"likes":89,"lang":90,"comments_count":89,"is_pinned":110},"Thomas Peterffy’s Bold Vision for Prediction Markets: Why Interactive Brokers Is Betting Big on “Useful” Bets","In a wide-ranging conversation on Bloomberg’s Odd Lots podcast, Thomas Peterffy — founder, chairman, and CEO of Interactive Brokers (IBKR) — sat down to discuss one of the most intriguing projects in his company’s 50-year history: IBKR ForecastTrader, the brokerage giant’s freshly launched prediction market 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We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":183,"image_webp":184,"thumb":185,"thumb_webp":186},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","large",70579,4,{"title":191,"description":192,"slug":193,"created_at":194,"publish_at":195,"formatted_created_at":196,"category":197,"links":198,"view_type":86,"video_url":87,"views":201,"likes":189,"lang":90,"comments_count":89,"is_pinned":110},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":199,"image_webp":87,"thumb":200,"thumb_webp":200},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68213,{"title":203,"description":204,"slug":205,"created_at":206,"publish_at":207,"formatted_created_at":208,"category":209,"links":210,"view_type":86,"video_url":87,"views":215,"likes":173,"lang":90,"comments_count":216,"is_pinned":110},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. 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