{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Interpretable machine learning through teaching","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9ebd76e2-14f2-40d1-980f-b879e4c80fca","json_url":"https://onlylabs.fyi/signals/9ebd76e2-14f2-40d1-980f-b879e4c80fca/signal.json","generated_at":"2026-06-08T15:47:06.506+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9ebd76e2-14f2-40d1-980f-b879e4c80fca","signal_json":"https://onlylabs.fyi/signals/9ebd76e2-14f2-40d1-980f-b879e4c80fca/signal.json","source":"https://openai.com/index/interpretable-machine-learning-through-teaching","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Interpretable machine learning through teaching. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Interpretable machine learning through teaching | OpenAI February 15, 2018 Publication Interpretable machine learning through teaching Read paper Loading… Share We’ve.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/interpretable-machine-learning-through-teaching","source_host":"openai.com","occurred_at":"2018-02-15T08:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"openai.com","source":"source"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"rag","source":"radar"},{"label":"Watch term","value":"Agents and tool 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host openai.com."},{"subject":"Interpretable machine learning through teaching","predicate":"has radar lane","object":"Data demand","text":"Interpretable machine learning through teaching has radar lane Data demand."},{"subject":"Interpretable machine learning through teaching","predicate":"has matched term","object":"rag","text":"Interpretable machine learning through teaching has matched term rag."},{"subject":"Interpretable machine learning through teaching","predicate":"has watch term","object":"Agents and tool use","text":"Interpretable machine learning through teaching has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Interpretable machine learning through teaching. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Interpretable machine learning through teaching | OpenAI February 15, 2018 Publication Interpretable machine learning through teaching Read paper Loading… Share We’ve.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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Our approach automatically selects the most informative examples to teach a concept—for instance, the best images to describe the concept of dogs—and experimentally we found our approach to be effective at teaching both AIs Some of the most transformative applications of powerful AI will come from computers and humans collaborating, but getting them to speak a common language is hard. Think about trying to guess the shape of a rectangle when you’re only shown a collection of random points inside that rectangle: it’s much faster to figure out the correct dimensions of the rectangle when you’re given points at the corners of the rectangle instead. Our machine teaching approach works as a cooperative game played between two agents, with one functioning as a student and the other as a teacher. 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