{"id":"clm_577CCB1046A4","entity":"openai","predicate":"released","value":"energy-based model","value_json":{"feed":"openai-news","item":"https://openai.com/index/learning-concepts-with-energy-functions","tags":{"v":2,"ai":true,"by":"claude-haiku-5-5","on":"2026-11-03","themes":[],"model_tier":"specialized","release_kind":"model"},"check":{"on":"2026-11-04","url":"https://openai.com/index/learning-concepts-with-energy-functions","read":"feed","pages":1,"quote":"We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest, expressed as sets of 2d points.","outcome":"checked"},"evidence":"We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest, expressed as sets of 2d points. Our model learns these concepts after only five demonstrations. We also show cross-domain transfer: we use","extracted_by":"claude-haiku-5-5","primary_source":true},"valid_from":"2018-11-07","valid_to":null,"published":"2018-11-07","recorded":"2026-11-03","confidence":0.7,"status":"valid","assertable":true,"superseded_by":null,"supersedes":[],"first_seen_at":"2026-11-03T23:55:38.749992+00:00","updated_at":"2026-11-04T01:09:03.345166+00:00","sources":[{"url":"https://openai.com/index/learning-concepts-with-energy-functions","tier":"primary","publisher":"OpenAI","published_at":"2018-11-07T00:00:00+00:00"}],"evidence":{"by":"page-read","on":"2026-11-04","quote":"We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest, expressed as sets of 2d points.","url":"https://openai.com/index/learning-concepts-with-energy-functions","read":"feed","excerpt":"We’ve developed an energy-based model that can quickly learn to identify and generate instances of concepts, such as near, above, between, closest, and furthest, expressed as sets of 2d points. Our model learns these concepts after only five demonstrations. We also show cross-domain transfer: we use"},"legend":{"dates":"valid_from: when the claim took effect (a period figure: the day its period closed). published: the earliest day a source on the record published it (a filing's filing date, a post's date; null when no source carries one). recorded: the day AsOf first held it. A figure can take effect weeks before it is published.","why_not":{},"checked_by":{"page-read":"its source page states the value and the date"}}}