{"type":"post","id":"biologists-now-acknowledge-using-llms-almost-as-much-4bf81c","slug":"biologists-now-acknowledge-using-llms-almost-as-much-4bf81c","title":"Biologists now acknowledge using LLMs almost as much as specialized AI tools like AlphaFold.","description":"Epoch AI’s analysis of bioRxiv preprints finds that 17% acknowledged large language model use in September 2026, close to 19% acknowledging specialized AI tools.","retrieval_nugget":"Epoch AI’s analysis of bioRxiv preprints finds that 17% acknowledged large language model use in September 2026, close to 19% acknowledging specialized AI tools. The figures suggest LLMs are becoming a routine part of biological research workflows, but they measure disclosure in preprints, not all actual use.","published_at":"2026-11-11","updated_at":"2026-11-11","record_date":"2026-11-11","date_kind":"published_at","topics":["ai-adoption"],"entities":["Epoch AI","bioRxiv","AlphaFold","OpenAI Decisions API","GPT-5.6 Sol","GPT-6 Luna"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"A new analysis finds LLM use acknowledged in 17% of biology preprints, nearly matching specialized AI tools at 19%.","prior_refs":[],"source_url":"https://epoch.ai/data-insights/biorxiv-llms-vs-ai-tools","source_urls":["https://epoch.ai/data-insights/biorxiv-llms-vs-ai-tools"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:biologists-now-acknowledge-using-llms-almost-as-much-4bf81c","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/biologists-now-acknowledge-using-llms-almost-as-much-4bf81c/","markdown":"https://newruntime.com/posts/biologists-now-acknowledge-using-llms-almost-as-much-4bf81c.md","json":"https://newruntime.com/posts/biologists-now-acknowledge-using-llms-almost-as-much-4bf81c.json"},"markdown_url":"https://newruntime.com/posts/biologists-now-acknowledge-using-llms-almost-as-much-4bf81c.md","next_reads":[{"type":"topic","path":"/topics/ai-adoption/","url":"https://newruntime.com/topics/ai-adoption/","title":"Ai Adoption","reason":"Explore the ai-adoption topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/ai-adoption.md","json_url":"https://newruntime.com/topics/ai-adoption.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}