{"ok":true,"trend":{"id":335442,"platform":"mastodon","region":"global","key":"embodied ai company knowin published a technical report on september 24 for glow, a framework designed to let household","title":"Embodied AI company Knowin published a technical report on September 24 for GLOW, a framework designed to let household","url":"https://mastodon.social/@sipirtu/117353202018295211","first_seen":"2026-09-29T08:14:50.374903Z","last_seen":"2026-09-29T10:58:49.973360Z","last_rank":5,"peak_rank":4,"last_volume":1,"peak_volume":1,"seen_count":3,"score":0.542109375,"category_hint":"robotics","section":"technology","category":"robotics","summary":"Embodied AI company Knowin published a technical report on September 24 for GLOW, a framework designed to let household robots learn a new task from a single complete human demonstration. The approach aims to reduce the training data normally required for robot skills, drawing attention from robotics observers following the Pandaily coverage.","why":"The promise of one-shot human demonstration learning could significantly lower barriers to training home robots.","tone":"neutral","entities":["Knowin","GLOW","Pandaily"],"summarized_at":"2026-09-29T08:15:35.740484Z","meta":{"tag":"robotics","via":"scan","kind":"status","lang":"en","generic":0.04,"instance":"mastodon.social","tag_uses":52},"nw":0.51,"promo":0.02,"kind":"news_event","importance":1.61,"hidden":false,"hide_reason":null,"judged_at":"2026-09-29T08:14:51.040959Z","title_en":"Knowin unveils GLOW framework for household robot learning","section_name":"Technology","category_name":"Robotics","timeline":[{"captured_at":"2026-09-29T08:14:50.374903Z","rank":5,"volume":1},{"captured_at":"2026-09-29T09:36:51.029691Z","rank":4,"volume":1},{"captured_at":"2026-09-29T10:58:49.973360Z","rank":5,"volume":1}],"posts":[{"platform":"mastodon","url":"https://mastodon.social/@sipirtu/117353202018295211","author":"sipirtu","title":null,"snippet":"Embodied AI company Knowin published a technical report on September 24 for GLOW, a framework designed to let household robots learn a new task from a single complete human demonstration. Source: Pandaily https:// pandaily.com/knowin-glow-gener…","posted_at":"2026-09-29T07:42:35.409000Z","likes":1}],"elsewhere":[],"window":"7d"}}