{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Rapidly scaling online storage to serve over 1 billion ChatGPT users","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/99e9a957-abc9-4c93-b6d1-be400089e0f9","json_url":"https://onlylabs.fyi/signals/99e9a957-abc9-4c93-b6d1-be400089e0f9/signal.json","generated_at":"2026-09-12T03:55:25.938Z","evidence_latest_fetched_at":"2026-09-11T20:03:10.873+00:00","signal_first_seen_at":"2026-09-11T20:00:53.507768+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/99e9a957-abc9-4c93-b6d1-be400089e0f9","signal_json":"https://onlylabs.fyi/signals/99e9a957-abc9-4c93-b6d1-be400089e0f9/signal.json","source":"https://openai.com/index/scaling-storage-one-billion-users-part-one","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":"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 Rapidly scaling online storage to serve over 1 billion ChatGPT users. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive engineering post, low traction · Rapidly scaling online storage to serve over 1 billion ChatGPT users | OpenAI September 11, 2026 Rapidly scaling online storage to serve over 1 billion ChatGPT users How.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Infrastructure in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/scaling-storage-one-billion-users-part-one","source_host":"openai.com","occurred_at":"2026-09-11T10:00:00+00:00","first_seen_at":"2026-09-11T20:00:53.507768+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":"Notability","value":"Substantive engineering post, low traction","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"rag","source":"radar"},{"label":"Matched term","value":"platform","source":"radar"},{"label":"Matched term","value":"scaling","source":"radar"},{"label":"Watch term","value":"Eval 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive engineering post, low traction · Rapidly scaling online storage to serve over 1 billion ChatGPT users | OpenAI September 11, 2026 Rapidly scaling online storage to serve over 1 billion ChatGPT users How.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand, Infrastructure in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","text":"OpenAI published Rapidly scaling online storage to serve over 1 billion ChatGPT users."},{"subject":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","predicate":"is classified as","object":"writing signal","text":"Rapidly scaling online storage to serve over 1 billion ChatGPT users is classified as writing signal."},{"subject":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","predicate":"belongs to","object":"talking desk","text":"Rapidly scaling online storage to serve over 1 billion ChatGPT users belongs to talking desk."},{"subject":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Rapidly scaling online storage to serve over 1 billion ChatGPT users has evidence coverage 1 captured evidence page."},{"subject":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"Rapidly scaling online storage to serve over 1 billion ChatGPT users matches data-business lanes Data demand, Infrastructure."}]},"signal":{"id":"99e9a957-abc9-4c93-b6d1-be400089e0f9","url":"https://onlylabs.fyi/signals/99e9a957-abc9-4c93-b6d1-be400089e0f9","json_url":"https://onlylabs.fyi/signals/99e9a957-abc9-4c93-b6d1-be400089e0f9/signal.json","source_url":"https://openai.com/index/scaling-storage-one-billion-users-part-one","title":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","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":"2026-09-11T10:00:00+00:00","first_seen_at":"2026-09-11T20:00:53.507768+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/scaling-storage-one-billion-users-part-one"]},"facets":{},"traction":{"github_stars":null,"hn_points":4,"hn_comments":0,"hn_story_id":"49661841","hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":28,"matched_terms":["rag","platform","scaling"],"reason":"OpenAI has a writing signal matching data demand, infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://openai.com/index/scaling-storage-one-billion-users-part-one","final_url":"https://openai.com/index/scaling-storage-one-billion-users-part-one","title":"Rapidly scaling online storage to serve over 1 billion ChatGPT users","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-09-11T20:03:10.873+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Rapidly scaling online storage to serve over 1 billion ChatGPT users | OpenAI September 11, 2026 Rapidly scaling online storage to serve over 1 billion ChatGPT users How we adapted our application storage platform, Habitat, in Python to manage unprecedented growth. By Jon Lee, Chaomin Yu, and Ben Ries, Members of Technical Staff Every OpenAI product depends on fast, reliable access to data, whether someone is logging in, checking their Codex settings, or starting a new conversation in ChatGPT. Each of those actions may require many separate data lookups before the product can respond. If those requests are slow, the product feels slow. If those requests fail, the product stops working entirely. Habitat is the online storage platform we built so OpenAI products can quickly and reliably access needed information. Habitat now handles more than 70 million requests every second, supporting products used by over 1 billion people each week, across almost 40 geographic regions. Two years ago, Habitat started as a simple Python client-side library connected to a single database. Today, it’s a complex distributed system that serves more than 500 petabytes of data. Figure 01 · What is..."},"evidence_pages":[],"related_signals":[{"id":"af606e8f-c6f0-42f9-84a8-c15af118feb5","url":"https://onlylabs.fyi/signals/af606e8f-c6f0-42f9-84a8-c15af118feb5","source_url":"https://openai.com/index/using-codex-chatgpt-to-search-for-new-antimicrobials","title":"How a researcher uses Codex and ChatGPT to search for new antimicrobial molecules","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T16:00:00+00:00","first_seen_at":"2026-09-10T20:00:52.483268+00:00","date_source":"rss.item_date"},{"id":"01e186c9-d15c-4604-84c2-f459bbdaf4af","url":"https://onlylabs.fyi/signals/01e186c9-d15c-4604-84c2-f459bbdaf4af","source_url":"https://openai.com/index/put-data-to-work","title":"Now everyone can put data to work","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T15:00:00+00:00","first_seen_at":"2026-09-10T16:00:51.261814+00:00","date_source":"rss.item_date"},{"id":"57b464a6-e8bb-4562-9eaf-d33dbec8b776","url":"https://onlylabs.fyi/signals/57b464a6-e8bb-4562-9eaf-d33dbec8b776","source_url":"https://openai.com/index/expanding-ai-access-us-government","title":"Expanding AI access and cyber defense for federal, state, local, and tribal governments","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T07:00:00+00:00","first_seen_at":"2026-09-10T16:00:51.261814+00:00","date_source":"rss.item_date"},{"id":"5d63ad84-cb63-41d9-ac5c-e778e4bf7387","url":"https://onlylabs.fyi/signals/5d63ad84-cb63-41d9-ac5c-e778e4bf7387","source_url":"https://openai.com/index/introducing-chatgpt-financial-services","title":"Introducing ChatGPT for Financial Services","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T07:00:00+00:00","first_seen_at":"2026-09-10T20:00:52.483268+00:00","date_source":"rss.item_date"},{"id":"c47a9f12-8779-4639-89ff-738f3a4dca19","url":"https://onlylabs.fyi/signals/c47a9f12-8779-4639-89ff-738f3a4dca19","source_url":"https://openai.com/index/introducing-gpt-live-1-in-the-api","title":"Build more natural voice experiences with GPT‑Live‑1 in the API","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T00:00:00+00:00","first_seen_at":"2026-09-10T20:00:52.483268+00:00","date_source":"rss.item_date"},{"id":"740ee283-5509-4d1f-8d20-212e4c09279b","url":"https://onlylabs.fyi/signals/740ee283-5509-4d1f-8d20-212e4c09279b","source_url":"https://openai.com/index/introducing-the-agents-api","title":"Introducing the Agents API","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T00:00:00+00:00","first_seen_at":"2026-09-11T00:00:52.141557+00:00","date_source":"rss.item_date"}]}