{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: GPT-2: 6-month follow-up","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7","json_url":"https://onlylabs.fyi/signals/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7/signal.json","generated_at":"2026-06-08T15:46:59.403+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/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7","signal_json":"https://onlylabs.fyi/signals/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7/signal.json","source":"https://openai.com/index/gpt-2-6-month-follow-up","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 GPT-2: 6-month follow-up. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GPT-2: 6-month follow-up | OpenAI August 20, 2019 GPT‑2: 6-month follow-up Illustration: Ben Barry Loading… Share We’re releasing the 774 million parameter GPT‑2.... 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/gpt-2-6-month-follow-up","source_host":"openai.com","occurred_at":"2019-08-20T07:00:00+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 term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Safety and 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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/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7/signal.json","required":true},{"label":"source","url":"https://openai.com/index/gpt-2-6-month-follow-up","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 \"GPT-2: 6-month follow-up\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"GPT-2: 6-month follow-up","text":"OpenAI published GPT-2: 6-month follow-up."},{"subject":"GPT-2: 6-month follow-up","predicate":"is classified as","object":"writing signal","text":"GPT-2: 6-month follow-up is classified as writing signal."},{"subject":"GPT-2: 6-month follow-up","predicate":"belongs to","object":"talking desk","text":"GPT-2: 6-month follow-up belongs to talking desk."},{"subject":"GPT-2: 6-month follow-up","predicate":"has evidence coverage","object":"1 captured evidence page","text":"GPT-2: 6-month follow-up has evidence coverage 1 captured evidence page."},{"subject":"GPT-2: 6-month follow-up","predicate":"has captured page count","object":"1","text":"GPT-2: 6-month follow-up has captured page count 1."},{"subject":"GPT-2: 6-month follow-up","predicate":"has readable page count","object":"1","text":"GPT-2: 6-month follow-up has readable page count 1."},{"subject":"GPT-2: 6-month follow-up","predicate":"has related signal count","object":"6","text":"GPT-2: 6-month follow-up has related signal count 6."},{"subject":"GPT-2: 6-month follow-up","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":"GPT-2: 6-month follow-up 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":"GPT-2: 6-month follow-up","predicate":"has source host","object":"openai.com","text":"GPT-2: 6-month follow-up has source host openai.com."},{"subject":"GPT-2: 6-month follow-up","predicate":"has lab","object":"OpenAI","text":"GPT-2: 6-month follow-up has lab OpenAI."},{"subject":"GPT-2: 6-month follow-up","predicate":"has signal desk","object":"talking","text":"GPT-2: 6-month follow-up has signal desk talking."},{"subject":"GPT-2: 6-month follow-up","predicate":"has source host","object":"openai.com","text":"GPT-2: 6-month follow-up has source host openai.com."},{"subject":"GPT-2: 6-month follow-up","predicate":"has watch term","object":"Model card","text":"GPT-2: 6-month follow-up has watch term Model card."},{"subject":"GPT-2: 6-month follow-up","predicate":"has watch term","object":"Data pipeline","text":"GPT-2: 6-month follow-up has watch term Data pipeline."},{"subject":"GPT-2: 6-month follow-up","predicate":"has watch term","object":"Safety and alignment","text":"GPT-2: 6-month follow-up has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published GPT-2: 6-month follow-up. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GPT-2: 6-month follow-up | OpenAI August 20, 2019 GPT‑2: 6-month follow-up Illustration: Ben Barry Loading… Share We’re releasing the 774 million parameter GPT‑2.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"GPT-2: 6-month follow-up","text":"OpenAI published GPT-2: 6-month follow-up."},{"subject":"GPT-2: 6-month follow-up","predicate":"is classified as","object":"writing signal","text":"GPT-2: 6-month follow-up is classified as writing signal."},{"subject":"GPT-2: 6-month follow-up","predicate":"belongs to","object":"talking desk","text":"GPT-2: 6-month follow-up belongs to talking desk."},{"subject":"GPT-2: 6-month follow-up","predicate":"has evidence coverage","object":"1 captured evidence page","text":"GPT-2: 6-month follow-up has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0cd7ac7a-cc3d-4064-9c43-0313e37f6af7","url":"https://onlylabs.fyi/signals/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7","json_url":"https://onlylabs.fyi/signals/0cd7ac7a-cc3d-4064-9c43-0313e37f6af7/signal.json","source_url":"https://openai.com/index/gpt-2-6-month-follow-up","title":"GPT-2: 6-month follow-up","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":"2019-08-20T07:00:00+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/gpt-2-6-month-follow-up"]},"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/gpt-2-6-month-follow-up","final_url":"https://openai.com/index/gpt-2-6-month-follow-up","title":"GPT-2: 6-month follow-up","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:59.403+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"GPT-2: 6-month follow-up | OpenAI August 20, 2019 GPT‑2: 6-month follow-up Illustration: Ben Barry Loading… Share We’re releasing the 774 million parameter GPT‑2 language model after the release of our small 124M model⁠ in February, staged release of our medium 355M model⁠ in May, and subsequent research with partners and the AI community into the model’s potential for misuse and societal benefit. We’re also releasing an open-source legal agreement to make it easier for organizations to initiate model-sharing partnerships with each other, and are publishing a technical report about our experience in coordinating with the wider AI research community on publication norms. Key things we’ve learned 1. Coordination is difficult, but possible. To date, there hasn’t been a public release of a 1558M parameter language model, though multiple organizations have developed the systems to train them, or have publicly discussed how to train larger models. For example, teams from both NLP developer Hugging Face⁠ and the Allen Institute for Artificial Intelligence⁠(AI2) with the University of Washington have explicitly adopted similar staged release approaches to us⁠. Since February, we’ve spoken..."},"evidence_pages":[{"url":"https://openai.com/index/gpt-2-6-month-follow-up","final_url":"https://openai.com/index/gpt-2-6-month-follow-up","title":"GPT-2: 6-month follow-up","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:59.403+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"GPT-2: 6-month follow-up | OpenAI August 20, 2019 GPT‑2: 6-month follow-up Illustration: Ben Barry Loading… Share We’re releasing the 774 million parameter GPT‑2 language model after the release of our small 124M model⁠ in February, staged release of our medium 355M model⁠ in May, and subsequent research with partners and the AI community into the model’s potential for misuse and societal benefit. 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