{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Aligning language models to follow instructions","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c725e779-9b59-49d1-a484-a896fe57425b","json_url":"https://onlylabs.fyi/signals/c725e779-9b59-49d1-a484-a896fe57425b/signal.json","generated_at":"2026-06-08T15:46:49.869+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/c725e779-9b59-49d1-a484-a896fe57425b","signal_json":"https://onlylabs.fyi/signals/c725e779-9b59-49d1-a484-a896fe57425b/signal.json","source":"https://openai.com/index/instruction-following","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 Aligning language models to follow instructions. 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High-signal details: Aligning language models to follow instructions | OpenAI January 27, 2022 Aligning language models to follow instructions Read paper View model card Loading… Share We’ve.... 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/instruction-following","source_host":"openai.com","occurred_at":"2022-01-27T08:00:00+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":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data 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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/c725e779-9b59-49d1-a484-a896fe57425b/signal.json","required":true},{"label":"source","url":"https://openai.com/index/instruction-following","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 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watch term RL environments."},{"subject":"Aligning language models to follow instructions","predicate":"has watch term","object":"Eval methodology","text":"Aligning language models to follow instructions has watch term Eval methodology."},{"subject":"Aligning language models to follow instructions","predicate":"has watch term","object":"Model card","text":"Aligning language models to follow instructions has watch term Model card."},{"subject":"Aligning language models to follow instructions","predicate":"has watch term","object":"Data pipeline","text":"Aligning language models to follow instructions has watch term Data pipeline."},{"subject":"Aligning language models to follow instructions","predicate":"has watch term","object":"Infrastructure","text":"Aligning language models to follow instructions has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Aligning language models to follow instructions. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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These InstructGPT models, which are trained with humans in the loop, are now deployed as the default language models on our API. Loading... The OpenAI API is powered by GPT‑3 language models⁠ which can be coaxed to perform natural language tasks using carefully engineered text prompts. But these models can also generate outputs that are untruthful, toxic, or reflect harmful sentiments. This is in part because GPT‑3 is trained to predict the next word on a large dataset of Internet text, rather than to safely perform the language task that the user wants. In other words, these models aren’t aligned with their users. To make our models safer, more helpful, and more aligned, we use an existing technique called reinforcement learning from human feedback (RLHF)⁠. On prompts submitted by our customers to the API,A our labelers..."},"evidence_pages":[{"url":"https://openai.com/index/instruction-following","final_url":"https://openai.com/index/instruction-following","title":"Aligning language models to follow instructions","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:49.869+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Aligning language models to follow instructions | OpenAI January 27, 2022 Aligning language models to follow instructions Read paper View model card Loading… Share We’ve trained language models that are much better at following user intentions than GPT‑3 while also making them more truthful and less toxic, using techniques developed through our alignment research. These InstructGPT models, which are trained with humans in the loop, are now deployed as the default language models on our API. Loading... The OpenAI API is powered by GPT‑3 language models⁠ which can be coaxed to perform natural language tasks using carefully engineered text prompts. But these models can also generate outputs that are untruthful, toxic, or reflect harmful sentiments. This is in part because GPT‑3 is trained to predict the next word on a large dataset of Internet text, rather than to safely perform the language task that the user wants. In other words, these models aren’t aligned with their users. To make our models safer, more helpful, and more aligned, we use an existing technique called reinforcement learning from human feedback (RLHF)⁠. 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