{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Using GPT-4 for content moderation","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f","json_url":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f/signal.json","generated_at":"2026-06-08T15:46:37.023+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/662de810-11b7-4f74-af09-38ae4944b28f","signal_json":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f/signal.json","source":"https://openai.com/index/using-gpt-4-for-content-moderation","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"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Using GPT-4 for content moderation. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Using GPT-4 for content moderation | OpenAI August 15, 2023 Using GPT‑4 for content moderation We use GPT‑4 for content policy development and content moderation.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/using-gpt-4-for-content-moderation","source_host":"openai.com","occurred_at":"2023-08-15T07:00:00+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":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"label","source":"radar"},{"label":"Matched term","value":"labeling","source":"radar"},{"label":"Matched term","value":"policy","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"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/using-gpt-4-for-content-moderation"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-08T15:46:37.023+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["label","labeling","policy"],"score":27,"reason":"OpenAI has a writing signal matching data demand, safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn 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?","Which data-business lane explains this signal: Data demand, Safety and policy?","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/662de810-11b7-4f74-af09-38ae4944b28f/signal.json","required":true},{"label":"source","url":"https://openai.com/index/using-gpt-4-for-content-moderation","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 \"Using GPT-4 for content moderation\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Using GPT-4 for content moderation","text":"OpenAI published Using GPT-4 for content moderation."},{"subject":"Using GPT-4 for content moderation","predicate":"is classified as","object":"writing signal","text":"Using GPT-4 for content moderation is classified as writing signal."},{"subject":"Using GPT-4 for content moderation","predicate":"belongs to","object":"talking desk","text":"Using GPT-4 for content moderation belongs to talking desk."},{"subject":"Using GPT-4 for content moderation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Using GPT-4 for content moderation has evidence coverage 1 captured evidence page."},{"subject":"Using GPT-4 for content moderation","predicate":"matches data-business lanes","object":"Data demand, Safety and policy","text":"Using GPT-4 for content moderation matches data-business lanes Data demand, Safety and policy."},{"subject":"Using GPT-4 for content moderation","predicate":"has captured page count","object":"1","text":"Using GPT-4 for content moderation has captured page count 1."},{"subject":"Using GPT-4 for content moderation","predicate":"has readable page count","object":"1","text":"Using GPT-4 for content moderation has readable page count 1."},{"subject":"Using GPT-4 for content moderation","predicate":"has related signal count","object":"6","text":"Using GPT-4 for content moderation has related signal count 6."},{"subject":"Using GPT-4 for content moderation","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":"Using GPT-4 for content moderation 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":"Using GPT-4 for content moderation","predicate":"has source host","object":"openai.com","text":"Using GPT-4 for content moderation has source host openai.com."},{"subject":"Using GPT-4 for content moderation","predicate":"has lab","object":"OpenAI","text":"Using GPT-4 for content moderation has lab OpenAI."},{"subject":"Using GPT-4 for content moderation","predicate":"has signal desk","object":"talking","text":"Using GPT-4 for content moderation has signal desk talking."},{"subject":"Using GPT-4 for content moderation","predicate":"has source host","object":"openai.com","text":"Using GPT-4 for content moderation has source host openai.com."},{"subject":"Using GPT-4 for content moderation","predicate":"has radar lane","object":"Data demand","text":"Using GPT-4 for content moderation has radar lane Data demand."},{"subject":"Using GPT-4 for content moderation","predicate":"has radar lane","object":"Safety and policy","text":"Using GPT-4 for content moderation has radar lane Safety and policy."},{"subject":"Using GPT-4 for content moderation","predicate":"has matched term","object":"label","text":"Using GPT-4 for content moderation has matched term label."},{"subject":"Using GPT-4 for content moderation","predicate":"has matched term","object":"labeling","text":"Using GPT-4 for content moderation has matched term labeling."},{"subject":"Using GPT-4 for content moderation","predicate":"has matched term","object":"policy","text":"Using GPT-4 for content moderation has matched term policy."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Using GPT-4 for content moderation. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Using GPT-4 for content moderation | OpenAI August 15, 2023 Using GPT‑4 for content moderation We use GPT‑4 for content policy development and content moderation.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Using GPT-4 for content moderation","text":"OpenAI published Using GPT-4 for content moderation."},{"subject":"Using GPT-4 for content moderation","predicate":"is classified as","object":"writing signal","text":"Using GPT-4 for content moderation is classified as writing signal."},{"subject":"Using GPT-4 for content moderation","predicate":"belongs to","object":"talking desk","text":"Using GPT-4 for content moderation belongs to talking desk."},{"subject":"Using GPT-4 for content moderation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Using GPT-4 for content moderation has evidence coverage 1 captured evidence page."},{"subject":"Using GPT-4 for content moderation","predicate":"matches data-business lanes","object":"Data demand, Safety and policy","text":"Using GPT-4 for content moderation matches data-business lanes Data demand, Safety and policy."}]},"signal":{"id":"662de810-11b7-4f74-af09-38ae4944b28f","url":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f","json_url":"https://onlylabs.fyi/signals/662de810-11b7-4f74-af09-38ae4944b28f/signal.json","source_url":"https://openai.com/index/using-gpt-4-for-content-moderation","title":"Using GPT-4 for content moderation","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":"2023-08-15T07:00:00+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/using-gpt-4-for-content-moderation"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":27,"matched_terms":["label","labeling","policy"],"reason":"OpenAI has a writing signal matching data demand, safety and policy."}},"primary_evidence_page":{"url":"https://openai.com/index/using-gpt-4-for-content-moderation","final_url":"https://openai.com/index/using-gpt-4-for-content-moderation","title":"Using GPT-4 for content moderation","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:37.023+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Using GPT-4 for content moderation | OpenAI August 15, 2023 Using GPT‑4 for content moderation We use GPT‑4 for content policy development and content moderation decisions, enabling more consistent labeling, a faster feedback loop for policy refinement, and less involvement from human moderators. Loading… Share Content moderation plays a crucial role in sustaining the health of digital platforms. A content moderation system using GPT‑4 results in much faster iteration on policy changes, reducing the cycle from months to hours. GPT‑4 is also able to interpret rules and nuances in long content policy documentation and adapt instantly to policy updates, resulting in more consistent labeling. We believe this offers a more positive vision of the future of digital platforms, where AI can help moderate online traffic according to platform-specific policy and relieve the mental burden of a large number of human moderators. Anyone with OpenAI API access can implement this approach to create their own AI-assisted moderation system. Challenges in content moderation Content moderation demands meticulous effort, sensitivity, a profound understanding of context, as well as quick adaptation to..."},"evidence_pages":[{"url":"https://openai.com/index/using-gpt-4-for-content-moderation","final_url":"https://openai.com/index/using-gpt-4-for-content-moderation","title":"Using GPT-4 for content moderation","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:37.023+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Using GPT-4 for content moderation | OpenAI August 15, 2023 Using GPT‑4 for content moderation We use GPT‑4 for content policy development and content moderation decisions, enabling more consistent labeling, a faster feedback loop for policy refinement, and less involvement from human moderators. Loading… Share Content moderation plays a crucial role in sustaining the health of digital platforms. A content moderation system using GPT‑4 results in much faster iteration on policy changes, reducing the cycle from months to hours. GPT‑4 is also able to interpret rules and nuances in long content policy documentation and adapt instantly to policy updates, resulting in more consistent labeling. We believe this offers a more positive vision of the future of digital platforms, where AI can help moderate online traffic according to platform-specific policy and relieve the mental burden of a large number of human moderators. Anyone with OpenAI API access can implement this approach to create their own AI-assisted moderation system. Challenges in content moderation Content moderation demands meticulous effort, sensitivity, a profound understanding of context, as well as quick adaptation 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"}]}