{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: New and improved content moderation tooling","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b0d2870f-1db0-42e9-bd56-565a98d4855e","json_url":"https://onlylabs.fyi/signals/b0d2870f-1db0-42e9-bd56-565a98d4855e/signal.json","generated_at":"2026-06-08T15:46:46.463+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/b0d2870f-1db0-42e9-bd56-565a98d4855e","signal_json":"https://onlylabs.fyi/signals/b0d2870f-1db0-42e9-bd56-565a98d4855e/signal.json","source":"https://openai.com/index/new-and-improved-content-moderation-tooling","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"OpenAI published New and improved content moderation tooling. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: New and improved content moderation tooling | OpenAI August 10, 2022 New and improved content moderation tooling Loading… Share To help developers protect their.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/new-and-improved-content-moderation-tooling","source_host":"openai.com","occurred_at":"2022-08-10T07:00:00+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":"Infrastructure","source":"radar"},{"label":"Matched term","value":"tooling","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"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: Infrastructure?","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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New and improved content moderation tooling. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: New and improved content moderation tooling | OpenAI August 10, 2022 New and improved content moderation tooling Loading… Share To help developers protect their.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"New and improved content moderation tooling","text":"OpenAI published New and improved content moderation tooling."},{"subject":"New and improved content moderation tooling","predicate":"is classified as","object":"writing signal","text":"New and improved content moderation tooling is classified as writing signal."},{"subject":"New and improved content moderation tooling","predicate":"belongs to","object":"talking desk","text":"New and improved content moderation tooling belongs to talking desk."},{"subject":"New and improved content moderation tooling","predicate":"has evidence coverage","object":"1 captured evidence page","text":"New and improved content moderation tooling has evidence coverage 1 captured evidence page."},{"subject":"New and improved content moderation tooling","predicate":"matches data-business lanes","object":"Infrastructure","text":"New and improved content moderation tooling matches data-business lanes Infrastructure."}]},"signal":{"id":"b0d2870f-1db0-42e9-bd56-565a98d4855e","url":"https://onlylabs.fyi/signals/b0d2870f-1db0-42e9-bd56-565a98d4855e","json_url":"https://onlylabs.fyi/signals/b0d2870f-1db0-42e9-bd56-565a98d4855e/signal.json","source_url":"https://openai.com/index/new-and-improved-content-moderation-tooling","title":"New and improved content moderation tooling","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":"2022-08-10T07:00:00+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/new-and-improved-content-moderation-tooling"]},"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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":13,"matched_terms":["tooling"],"reason":"OpenAI has a writing signal matching infrastructure."}},"primary_evidence_page":{"url":"https://openai.com/index/new-and-improved-content-moderation-tooling","final_url":"https://openai.com/index/new-and-improved-content-moderation-tooling","title":"New and improved content moderation tooling","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:46.463+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"New and improved content moderation tooling | OpenAI August 10, 2022 New and improved content moderation tooling Loading… Share To help developers protect their applications against possible misuse, we are introducing the faster and more accurate Moderation endpoint⁠. This endpoint provides OpenAI API developers with free access to GPT‑based⁠ classifiers that detect undesired content—an instance of using AI systems⁠ to assist with human supervision of these systems. We have also released both a technical paper⁠ describing our methodology and the dataset⁠ used for evaluation. When given a text input, the Moderation endpoint assesses whether the content is sexual, hateful, violent, or promotes self-harm—content prohibited by our content policy⁠. The endpoint has been trained to be quick, accurate, and to perform robustly across a range of applications. Importantly, this reduces the chances of products “saying” the wrong thing, even when deployed to users at-scale. As a consequence, AI can unlock benefits in sensitive settings, like education, where it could not otherwise be used with confidence. Loading... 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