{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: How Ultrafast cut incident investigation from hours to minutes at OpenAI","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0f66e1ce-7d75-45d5-abb9-d5a89053d66c","json_url":"https://onlylabs.fyi/signals/0f66e1ce-7d75-45d5-abb9-d5a89053d66c/signal.json","generated_at":"2026-10-26T22:20:20.730Z","evidence_latest_fetched_at":"2026-10-26T20:03:10.834+00:00","signal_first_seen_at":"2026-10-26T20:00:51.414114+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/0f66e1ce-7d75-45d5-abb9-d5a89053d66c","signal_json":"https://onlylabs.fyi/signals/0f66e1ce-7d75-45d5-abb9-d5a89053d66c/signal.json","source":"https://openai.com/index/openai-cut-incident-investigation","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":"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 How Ultrafast cut incident investigation from hours to minutes at OpenAI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive engineering blog post from OpenAI, not model release. · How Ultrafast cut incident investigation from hours to minutes at OpenAI | OpenAI October 26, 2026 How Ultrafast cut incident investigation from hours to minutes at.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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These tools are being used internally, at OpenAI, and are shared here as illustrative examples of how frontier AI is supporting use cases across our teams.* Ultrafast is a high-speed mode in Codex, and for engineers at OpenAI, it’s become the default for incident response. When something breaks, engineers often don’t have time to wait minutes for an answer while the issue compounds. With Ultrafast, they can investigate multiple potential causes at once and get answers without splitting their attention. > “ If you take two humans who are equally smart, and one gets back to you in an hour and one gets back to you in a minute, the second person is way better. You’re just going to get way more done with somebody who responds faster.” —Adam Perry, Member of Technical Staff, OpenAI## Finding the needle in the haystack Aaron Friel, Member of the Technical Staff at OpenAI, is usually the one running point on an..."},"evidence_pages":[],"related_signals":[{"id":"355a1756-0a4e-4c9e-8a2b-310e7bd89569","url":"https://onlylabs.fyi/signals/355a1756-0a4e-4c9e-8a2b-310e7bd89569","source_url":"https://openai.com/index/chatgpt-expanding-world-of-work","title":"ChatGPT’s expanding world of work","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-26T10:00:00+00:00","first_seen_at":"2026-10-26T20:00:51.414114+00:00","date_source":"rss.item_date"},{"id":"d4e13af2-45cb-4a40-9e2e-d90eac3087df","url":"https://onlylabs.fyi/signals/d4e13af2-45cb-4a40-9e2e-d90eac3087df","source_url":"https://openai.com/index/fanatics-streamline-fan-experience","title":"How Fanatics and OpenAI streamline the fan experience","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-26T07:00:00+00:00","first_seen_at":"2026-10-26T16:00:51.313556+00:00","date_source":"rss.item_date"},{"id":"1aa382fa-255d-4c10-83d3-70fe470578d5","url":"https://onlylabs.fyi/signals/1aa382fa-255d-4c10-83d3-70fe470578d5","source_url":"https://openai.com/index/introducing-gpt-6-1-terra","title":"Introducing GPT-6.1 Terra","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-26T00:00:00+00:00","first_seen_at":"2026-10-26T20:00:51.414114+00:00","date_source":"rss.item_date"},{"id":"72afb288-93c5-4d9f-874a-2952ccc4f758","url":"https://onlylabs.fyi/signals/72afb288-93c5-4d9f-874a-2952ccc4f758","source_url":"https://openai.com/index/scaling-storage-one-billion-users-part-two","title":"Rapidly scaling online storage to serve over 1 billion ChatGPT users (Part II)","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-23T17:00:00+00:00","first_seen_at":"2026-10-23T20:00:51.458742+00:00","date_source":"rss.item_date"},{"id":"89f0aa15-d6fd-4a77-b3f9-13abfd6852f2","url":"https://onlylabs.fyi/signals/89f0aa15-d6fd-4a77-b3f9-13abfd6852f2","source_url":"https://openai.com/index/securing-our-frontier-model-training-environment","title":"Securing our frontier model training environment","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-23T10:00:00+00:00","first_seen_at":"2026-10-23T20:00:51.458742+00:00","date_source":"rss.item_date"},{"id":"fbd82669-cd02-48ba-96f7-41173b5cca30","url":"https://onlylabs.fyi/signals/fbd82669-cd02-48ba-96f7-41173b5cca30","source_url":"https://openai.com/index/openai-nask-ai-safety-security-partnership","title":"OpenAI and Poland’s NASK partner to advance AI safety and security","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-10-23T00:00:00+00:00","first_seen_at":"2026-10-23T08:00:51.01879+00:00","date_source":"rss.item_date"}]}