{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: WebGPT: Improving the factual accuracy of language models through web browsing","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/54224094-36ab-43fa-9164-742144054cfb","json_url":"https://onlylabs.fyi/signals/54224094-36ab-43fa-9164-742144054cfb/signal.json","generated_at":"2026-06-08T15:46:50.147+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/54224094-36ab-43fa-9164-742144054cfb","signal_json":"https://onlylabs.fyi/signals/54224094-36ab-43fa-9164-742144054cfb/signal.json","source":"https://openai.com/index/webgpt","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 WebGPT: Improving the factual accuracy of language models through web browsing. 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Read paper Browse samples Loading… Share We’ve fine-tuned GPT‑3 to more accurately answer open-ended questions using a text-based web browser. Our prototype copies how humans research answers to questions online—it submits search queries, follows links, and scrolls up and down web pages. It is trained to cite its sources, which makes it easier to give feedback to improve factual accuracy. We’re excited about developing more truthful AI,1 but challenges remain, such as coping with unfamiliar types of questions. Language models like GPT‑3 are useful for many different tasks, but have a tendency to “hallucinate” information when performing tasks requiring obscure real-world knowledge.2, 3 To address this, we taught GPT‑3 to use a text-based web-browser. The model is provided with an open-ended question and a summary of the browser state, and must issue commands such as “Search ...”, “Find in page: ...”..."},"evidence_pages":[{"url":"https://openai.com/index/webgpt","final_url":"https://openai.com/index/webgpt","title":"WebGPT: Improving the factual accuracy of language models through web browsing","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:50.147+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"WebGPT: Improving the factual accuracy of language models through web browsing | OpenAI December 16, 2021 WebGPT: Improving the factual accuracy of language models through web browsing We’ve fine-tuned GPT‑3 to more accurately answer open-ended questions using a text-based web browser. Read paper Browse samples Loading… Share We’ve fine-tuned GPT‑3 to more accurately answer open-ended questions using a text-based web browser. Our prototype copies how humans research answers to questions online—it submits search queries, follows links, and scrolls up and down web pages. It is trained to cite its sources, which makes it easier to give feedback to improve factual accuracy. We’re excited about developing more truthful AI,1 but challenges remain, such as coping with unfamiliar types of questions. Language models like GPT‑3 are useful for many different tasks, but have a tendency to “hallucinate” information when performing tasks requiring obscure real-world knowledge.2, 3 To address this, we taught GPT‑3 to use a text-based web-browser. 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