{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: OpenAI Scholars 2021: Final projects","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5dd9b94b-789c-490e-8dd7-de828444d5ed","json_url":"https://onlylabs.fyi/signals/5dd9b94b-789c-490e-8dd7-de828444d5ed/signal.json","generated_at":"2026-06-08T15:46:51.951+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/5dd9b94b-789c-490e-8dd7-de828444d5ed","signal_json":"https://onlylabs.fyi/signals/5dd9b94b-789c-490e-8dd7-de828444d5ed/signal.json","source":"https://openai.com/index/openai-scholars-2021-final-projects","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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"OpenAI published OpenAI Scholars 2021: Final projects. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: OpenAI Scholars 2021: Final projects | OpenAI May 10, 2021 OpenAI Scholars 2021: Final projects We’re proud to announce that the 2021 class of OpenAI Scholars has.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/openai-scholars-2021-final-projects","source_host":"openai.com","occurred_at":"2021-05-10T07:00:00+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":"Product and customer","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Safety and 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themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Product and customer?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally 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frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"OpenAI Scholars 2021: Final projects","text":"OpenAI published OpenAI Scholars 2021: Final projects."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"is classified as","object":"writing signal","text":"OpenAI Scholars 2021: Final projects is classified as writing signal."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"belongs to","object":"talking desk","text":"OpenAI Scholars 2021: Final projects belongs to talking desk."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenAI Scholars 2021: Final projects has evidence coverage 1 captured evidence page."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"matches data-business lanes","object":"Product and customer","text":"OpenAI Scholars 2021: Final projects matches data-business 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launch narratives, and market attention.."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has source host","object":"openai.com","text":"OpenAI Scholars 2021: Final projects has source host openai.com."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has lab","object":"OpenAI","text":"OpenAI Scholars 2021: Final projects has lab OpenAI."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has signal desk","object":"talking","text":"OpenAI Scholars 2021: Final projects has signal desk talking."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has source host","object":"openai.com","text":"OpenAI Scholars 2021: Final projects has source host openai.com."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has radar lane","object":"Product and customer","text":"OpenAI Scholars 2021: Final projects has radar lane Product and customer."},{"subject":"OpenAI Scholars 2021: Final projects","predicate":"has matched 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: OpenAI Scholars 2021: Final projects | OpenAI May 10, 2021 OpenAI Scholars 2021: Final projects We’re proud to announce that the 2021 class of OpenAI Scholars has.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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Photo: Blake Tucker Loading… Share We’re proud to announce that the 2021 class of OpenAI Scholars⁠ has completed our six-month mentorship program and have produced an open-source research project with stipends and support from OpenAI. Working alongside leading OpenAI researchers that created GPT‑3 and DALL·E, our Scholars explored topics like AI safety, contrastive learning, generative modeling, scaling laws, auto-encoding multi-objective tasks, test time compute, NLP segmentation strategies, and summarization from human feedback. To wrap up the program, our nine Scholars share their work and how the Scholars Program has impacted their careers. Read more about each of them and their projects below. Loading... - Culture & Careers - 2021 Author OpenAI Related articles Introducing OpenAI LondonCompanyJun 28, 2023 The power of continuous learningCompanyDec 23,..."},"evidence_pages":[{"url":"https://openai.com/index/openai-scholars-2021-final-projects","final_url":"https://openai.com/index/openai-scholars-2021-final-projects","title":"OpenAI Scholars 2021: Final projects","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:51.951+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"OpenAI Scholars 2021: Final projects | OpenAI May 10, 2021 OpenAI Scholars 2021: Final projects We’re proud to announce that the 2021 class of OpenAI Scholars has completed our six-month mentorship program and have produced an open-source research project with stipends and support from OpenAI. 2019 OpenAI Scholar Edgar Barraza. Photo: Blake Tucker Loading… Share We’re proud to announce that the 2021 class of OpenAI Scholars⁠ has completed our six-month mentorship program and have produced an open-source research project with stipends and support from OpenAI. Working alongside leading OpenAI researchers that created GPT‑3 and DALL·E, our Scholars explored topics like AI safety, contrastive learning, generative modeling, scaling laws, auto-encoding multi-objective tasks, test time compute, NLP segmentation strategies, and summarization from human feedback. To wrap up the program, our nine Scholars share their work and how the Scholars Program has impacted their careers. Read more about each of them and their projects below. Loading... - Culture & Careers - 2021 Author OpenAI Related articles Introducing OpenAI LondonCompanyJun 28, 2023 The power of continuous learningCompanyDec 23,..."}],"related_signals":[{"id":"b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","url":"https://onlylabs.fyi/signals/b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","source_url":"https://openai.com/index/supporting-eu-trustworthy-ai-ecosystem","title":"Supporting Europe’s work in ensuring a trustworthy AI ecosystem ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T08:00:56.140796+00:00","date_source":"rss.item_date"},{"id":"2638c0a7-b372-409c-ac72-f6d81d6464dc","url":"https://onlylabs.fyi/signals/2638c0a7-b372-409c-ac72-f6d81d6464dc","source_url":"https://openai.com/index/using-codex-to-simulate-black-holes","title":"How an astrophysicist uses Codex to help simulate black holes","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"509ea784-51ec-4ede-855b-5a4d1b27d3be","url":"https://onlylabs.fyi/signals/509ea784-51ec-4ede-855b-5a4d1b27d3be","source_url":"https://openai.com/index/openai-on-oracle-cloud","title":"Access OpenAI models and Codex through your Oracle cloud commitment","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4f051449-87f2-466e-941e-b5918381a8fe","url":"https://onlylabs.fyi/signals/4f051449-87f2-466e-941e-b5918381a8fe","source_url":"https://openai.com/index/prc-linked-influence-operations-ai-debates","title":"PRC-linked influence operations are targeting AI debates in the US","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T12:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","url":"https://onlylabs.fyi/signals/4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","source_url":"https://openai.com/index/lseg","title":"From data to decisions: how LSEG is scaling trusted AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-10T09:18:54.26094+00:00","date_source":"rss.item_date"},{"id":"fb16aa7a-c4ef-4859-b514-0839c2f1330d","url":"https://onlylabs.fyi/signals/fb16aa7a-c4ef-4859-b514-0839c2f1330d","source_url":"https://openai.com/index/nextdoor","title":"How engineers at Nextdoor use Codex to build without limits","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-09T12:00:00+00:00","first_seen_at":"2026-06-10T07:01:28.700378+00:00","date_source":"rss.item_date"}]}