{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Scientific computing in the age of agentic AI","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6972d8be-8299-49c8-8ee7-f85884a94488","json_url":"https://onlylabs.fyi/signals/6972d8be-8299-49c8-8ee7-f85884a94488/signal.json","generated_at":"2026-07-28T23:28:51.968Z","evidence_latest_fetched_at":"2026-07-28T20:03:12.815+00:00","signal_first_seen_at":"2026-07-28T20:01:42.735421+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/6972d8be-8299-49c8-8ee7-f85884a94488","signal_json":"https://onlylabs.fyi/signals/6972d8be-8299-49c8-8ee7-f85884a94488/signal.json","source":"https://openai.com/index/scientific-computing-agentic-ai","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 Scientific computing in the age of agentic AI. 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[Read the paper(opens in a new window)](https://cdn.openai.com/pdf/scientific-computing-in-the-age-of-agentic-ai-an-exploratory-field-report.pdf) Loading… Share Scientific computing is a core pillar of modern research across academia and industry. Yet the software needed to analyze scientific information has struggled to keep pace with the rapid rate of data generation. Many widely used research tools began as code accompanying a research paper, built by small academic teams with limited engineering experience and minimal time for packaging, testing, optimization, or long-term support. The result is scientific infrastructure that often depends on slow, fragile workflows requiring constant maintenance. These constraints impede the pace of discovery. AI agents are beginning to change that equation. 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