{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Fine-tuning GPT-3 to scale video creation","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/27badfff-f8aa-4bf4-bc5e-eae9519becf7","json_url":"https://onlylabs.fyi/signals/27badfff-f8aa-4bf4-bc5e-eae9519becf7/signal.json","generated_at":"2026-06-08T15:46:42.915+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/27badfff-f8aa-4bf4-bc5e-eae9519becf7","signal_json":"https://onlylabs.fyi/signals/27badfff-f8aa-4bf4-bc5e-eae9519becf7/signal.json","source":"https://openai.com/index/waymark","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 Fine-tuning GPT-3 to scale video creation. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Fine-tuning GPT-3 to scale video creation | OpenAI [Skip to main content](#main) Log in [ ](https://openai.com/) Switch to * [ChatGPT(opens in a new.... 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/waymark","source_host":"openai.com","occurred_at":"2023-01-03T08:00:00+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":"Watch 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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/27badfff-f8aa-4bf4-bc5e-eae9519becf7/signal.json","required":true},{"label":"source","url":"https://openai.com/index/waymark","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 evidence, analyze OpenAI's writing signal \"Fine-tuning GPT-3 to scale video creation\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Fine-tuning GPT-3 to scale video creation","text":"OpenAI published Fine-tuning GPT-3 to scale video creation."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"is classified as","object":"writing signal","text":"Fine-tuning GPT-3 to scale video creation is classified as writing signal."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"belongs to","object":"talking desk","text":"Fine-tuning GPT-3 to scale video creation belongs to talking desk."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Fine-tuning GPT-3 to scale video creation has evidence coverage 1 captured evidence page."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has captured page count","object":"1","text":"Fine-tuning GPT-3 to scale video creation has captured page count 1."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has readable page count","object":"1","text":"Fine-tuning GPT-3 to scale video creation has readable page count 1."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has related signal count","object":"6","text":"Fine-tuning GPT-3 to scale video creation has related signal count 6."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Fine-tuning GPT-3 to scale video creation has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has source host","object":"openai.com","text":"Fine-tuning GPT-3 to scale video creation has source host openai.com."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has lab","object":"OpenAI","text":"Fine-tuning GPT-3 to scale video creation has lab OpenAI."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has signal desk","object":"talking","text":"Fine-tuning GPT-3 to scale video creation has signal desk talking."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has source host","object":"openai.com","text":"Fine-tuning GPT-3 to scale video creation has source host openai.com."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has watch term","object":"Infrastructure","text":"Fine-tuning GPT-3 to scale video creation has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Fine-tuning GPT-3 to scale video creation. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Fine-tuning GPT-3 to scale video creation | OpenAI [Skip to main content](#main) Log in [ ](https://openai.com/) Switch to * [ChatGPT(opens in a new.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Fine-tuning GPT-3 to scale video creation","text":"OpenAI published Fine-tuning GPT-3 to scale video creation."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"is classified as","object":"writing signal","text":"Fine-tuning GPT-3 to scale video creation is classified as writing signal."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"belongs to","object":"talking desk","text":"Fine-tuning GPT-3 to scale video creation belongs to talking desk."},{"subject":"Fine-tuning GPT-3 to scale video creation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Fine-tuning GPT-3 to scale video creation has evidence coverage 1 captured evidence page."}]},"signal":{"id":"27badfff-f8aa-4bf4-bc5e-eae9519becf7","url":"https://onlylabs.fyi/signals/27badfff-f8aa-4bf4-bc5e-eae9519becf7","json_url":"https://onlylabs.fyi/signals/27badfff-f8aa-4bf4-bc5e-eae9519becf7/signal.json","source_url":"https://openai.com/index/waymark","title":"Fine-tuning GPT-3 to scale video creation","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":"2023-01-03T08:00:00+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/waymark"]},"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/waymark","final_url":"https://openai.com/index/waymark","title":"Fine-tuning GPT-3 to scale video creation","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:42.915+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Fine-tuning GPT-3 to scale video creation | OpenAI [Skip to main content](#main) Log in [ ](https://openai.com/) Switch to * [ChatGPT(opens in a new window)](https://chatgpt.com/?openaicom-did=cb8560e0-f803-4dfe-8a24-d7cf3dee4021&openaicom_referred=true) * [Sora(opens in a new window)](https://sora.com/) * [API Platform(opens in a new window)](https://platform.openai.com/) OpenAI [ChatGPT](https://openai.com/stories/chatgpt/) Waymark ![Waymark](https://images.ctfassets.net/kftzwdyauwt9/5fc814d7-be40-4395-e08d1fb1a943/634e2e44cd474d3d23e9e5af2bbda0ac/waymark.png?w=3840&q=90&fm=webp) Loading… Share Waymark was perfecting their easy-to-use video creation platform. GPT‑3 helped them consistently produce stronger, more relevant scripts. ![Photo of a user looking at a computer monitor with the Waymark template page pulled up.](https://images.ctfassets.net/kftzwdyauwt9/57siY089TT1wsEjn4wwMnC/c2d9aa9fa2400c50d7e7058a7ddcd41e/waymark.png?w=3840&q=90&fm=webp) Simple tools for creating fast, high-quality commercials Since launching in 2017, Waymark has established itself as the leading platform to create TV commercials and digital video ads—one of the most powerful ways for businesses to..."},"evidence_pages":[{"url":"https://openai.com/index/waymark","final_url":"https://openai.com/index/waymark","title":"Fine-tuning GPT-3 to scale video creation","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:42.915+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Fine-tuning GPT-3 to scale video creation | OpenAI [Skip to main content](#main) Log in [ ](https://openai.com/) Switch to * [ChatGPT(opens in a new window)](https://chatgpt.com/?openaicom-did=cb8560e0-f803-4dfe-8a24-d7cf3dee4021&openaicom_referred=true) * [Sora(opens in a new window)](https://sora.com/) * [API Platform(opens in a new window)](https://platform.openai.com/) OpenAI [ChatGPT](https://openai.com/stories/chatgpt/) Waymark ![Waymark](https://images.ctfassets.net/kftzwdyauwt9/5fc814d7-be40-4395-e08d1fb1a943/634e2e44cd474d3d23e9e5af2bbda0ac/waymark.png?w=3840&q=90&fm=webp) Loading… Share Waymark was perfecting their easy-to-use video creation platform. GPT‑3 helped them consistently produce stronger, more relevant scripts. ![Photo of a user looking at a computer monitor with the Waymark template page pulled up.](https://images.ctfassets.net/kftzwdyauwt9/57siY089TT1wsEjn4wwMnC/c2d9aa9fa2400c50d7e7058a7ddcd41e/waymark.png?w=3840&q=90&fm=webp) Simple tools for creating fast, high-quality commercials Since launching in 2017, Waymark has established itself as the leading platform to create TV commercials and digital video ads—one of the most powerful ways for businesses to..."}],"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"}]}