{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: OpenAI Scholars 2018: Meet our Scholars","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd","json_url":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd/signal.json","generated_at":"2026-06-08T15:47:04.095+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/e608692b-6868-468d-a60c-cf1dfc1d3dfd","signal_json":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd/signal.json","source":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","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":null},"answer_pack":{"answer":"OpenAI published OpenAI Scholars 2018: Meet our Scholars. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: OpenAI Scholars 2018: Meet our Scholars | OpenAI July 25, 2018 Company OpenAI Scholars 2018: Meet our Scholars Our first class of OpenAI Scholars is underway, and you.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","source_host":"openai.com","occurred_at":"2018-07-25T07:00:00+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 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public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which 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?","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 legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd/signal.json","required":true},{"label":"source","url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited 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Scholars","predicate":"has source host","object":"openai.com","text":"OpenAI Scholars 2018: Meet our Scholars has source host openai.com."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"has lab","object":"OpenAI","text":"OpenAI Scholars 2018: Meet our Scholars has lab OpenAI."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"has signal desk","object":"talking","text":"OpenAI Scholars 2018: Meet our Scholars has signal desk talking."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"has source host","object":"openai.com","text":"OpenAI Scholars 2018: Meet our Scholars has source host openai.com."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published OpenAI Scholars 2018: Meet our Scholars. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: OpenAI Scholars 2018: Meet our Scholars | OpenAI July 25, 2018 Company OpenAI Scholars 2018: Meet our Scholars Our first class of OpenAI Scholars is underway, and you.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"OpenAI Scholars 2018: Meet our Scholars","text":"OpenAI published OpenAI Scholars 2018: Meet our Scholars."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"is classified as","object":"writing signal","text":"OpenAI Scholars 2018: Meet our Scholars is classified as writing signal."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"belongs to","object":"talking desk","text":"OpenAI Scholars 2018: Meet our Scholars belongs to talking desk."},{"subject":"OpenAI Scholars 2018: Meet our Scholars","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenAI Scholars 2018: Meet our Scholars has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e608692b-6868-468d-a60c-cf1dfc1d3dfd","url":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd","json_url":"https://onlylabs.fyi/signals/e608692b-6868-468d-a60c-cf1dfc1d3dfd/signal.json","source_url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","title":"OpenAI Scholars 2018: Meet our Scholars","summary":"OpenAI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2018-07-25T07:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/index/openai-scholars-2018-meet-our-scholars"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","final_url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","title":"OpenAI Scholars 2018: Meet our Scholars","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:04.095+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"OpenAI Scholars 2018: Meet our Scholars | OpenAI July 25, 2018 Company OpenAI Scholars 2018: Meet our Scholars Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced software developers becomes machine learning practitioners. 2019 Scholar Yuhao Wan. Photo: Blake Tucker Loading… Share Our first class of OpenAI Scholars⁠ is underway, and you⁠ can⁠ now⁠ follow⁠ along⁠ as⁠ this⁠ group⁠ of experienced software developers becomes machine learning practitioners. We had over 700 applicants for the 8 OpenAI Scholars slots and reviewed each application on a standardized list of criteria for maximal fairness. We hope this group inspires many other developers to make the transition to machine learning too. OpenAI Scholars began their studies on June 1st, blogging weekly about their progress and culminating in an open-source final project. The scholars have written about model-based RL⁠, audio classification with softmax⁠, deep learning in simple English⁠, the k-nearest neighbors algorithm⁠, and attention⁠. Meet the scholars: Loading... We selected Scholars with strong technical aptitude, interesting personal stories, and demonstrated..."},"evidence_pages":[{"url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","final_url":"https://openai.com/index/openai-scholars-2018-meet-our-scholars","title":"OpenAI Scholars 2018: Meet our Scholars","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:04.095+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"OpenAI Scholars 2018: Meet our Scholars | OpenAI July 25, 2018 Company OpenAI Scholars 2018: Meet our Scholars Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced software developers becomes machine learning practitioners. 2019 Scholar Yuhao Wan. Photo: Blake Tucker Loading… Share Our first class of OpenAI Scholars⁠ is underway, and you⁠ can⁠ now⁠ follow⁠ along⁠ as⁠ this⁠ group⁠ of experienced software developers becomes machine learning practitioners. We had over 700 applicants for the 8 OpenAI Scholars slots and reviewed each application on a standardized list of criteria for maximal fairness. We hope this group inspires many other developers to make the transition to machine learning too. OpenAI Scholars began their studies on June 1st, blogging weekly about their progress and culminating in an open-source final project. The scholars have written about model-based RL⁠, audio classification with softmax⁠, deep learning in simple English⁠, the k-nearest neighbors algorithm⁠, and attention⁠. Meet the scholars: Loading... 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