{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Writing: Improving synthesis prediction of small molecules at scale with RetroChimera","description":"Microsoft writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64","json_url":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64/signal.json","generated_at":"2026-10-29T17:50:42.337Z","evidence_latest_fetched_at":"2026-09-21T16:02:25.261539+00:00","signal_first_seen_at":"2026-09-21T16:00:52.999763+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64","signal_json":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64/signal.json","source":"https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":"Microsoft published Improving synthesis prediction of small molecules at scale with RetroChimera. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft research post on retrosynthesis model RetroChimera · Improving synthesis prediction of small molecules at scale with RetroChimera - Microsoft Research Skip to main content Research Publications Code, datasets and models.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/","source_host":"microsoft.com","occurred_at":"2026-09-21T15:30:19+00:00","first_seen_at":"2026-09-21T16:00:52.999763+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"microsoft.com","source":"source"},{"label":"Author","value":"Felix Pultar, John Gardner, Guoqing Liu, Marwin 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small molecules at scale with RetroChimera has related signal count 6."},{"subject":"Improving synthesis prediction of small molecules at scale with RetroChimera","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":"Improving synthesis prediction of small molecules at scale with RetroChimera 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":"Improving synthesis prediction of small molecules at scale with RetroChimera","predicate":"has source host","object":"microsoft.com","text":"Improving synthesis prediction of small molecules at scale with RetroChimera has source host microsoft.com."},{"subject":"Improving synthesis prediction of small molecules at scale with 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft research post on retrosynthesis model RetroChimera · Improving synthesis prediction of small molecules at scale with RetroChimera - Microsoft Research Skip to main content Research Publications Code, datasets and models.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Improving synthesis prediction of small molecules at scale with RetroChimera","text":"Microsoft published Improving synthesis prediction of small molecules at scale with RetroChimera."},{"subject":"Improving synthesis prediction of small molecules at scale with RetroChimera","predicate":"is classified as","object":"writing signal","text":"Improving synthesis prediction of small molecules at scale with RetroChimera is classified as writing signal."},{"subject":"Improving synthesis prediction of small molecules at scale with RetroChimera","predicate":"belongs to","object":"talking desk","text":"Improving synthesis prediction of small molecules at scale with RetroChimera belongs to talking desk."},{"subject":"Improving synthesis prediction of small molecules at scale with RetroChimera","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Improving synthesis prediction of small molecules at scale with RetroChimera has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64","url":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64","json_url":"https://onlylabs.fyi/signals/5cd2a7b6-607e-4e38-a9d9-cf9735a3cb64/signal.json","source_url":"https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/","title":"Improving synthesis prediction of small molecules at scale with RetroChimera","summary":"Microsoft 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":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-09-21T15:30:19+00:00","first_seen_at":"2026-09-21T16:00:52.999763+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/"]},"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":{"is_primary":true,"source_match":true,"url":"https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/","final_url":"https://www.microsoft.com/en-us/research/blog/improving-synthesis-prediction-of-small-molecules-at-scale-with-retrochimera/","title":"Improving synthesis prediction of small molecules at scale with RetroChimera","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-09-21T16:02:25.261539+00:00","bytes":232262,"raw_path":"d84d5932ca4ed661685084e3b5c62f33eeb322310499641d706a7eb734dfc307.html","content_hash":"930a21a005baf70d5d95f3416fc1deb9b0e8294fd9d4334b3c0cbef210e6474c","excerpt_chars":1200,"truncated":true,"excerpt":"Improving synthesis prediction of small molecules at scale with RetroChimera - Microsoft Research Skip to main content Research Publications Code, datasets and models Artificial intelligence Audio & acoustics Computer vision Graphics & multimedia Human-computer interaction Human language technologies Search & information retrieval Data platforms and analytics Hardware & devices Programming languages & software engineering Quantum computing Security, privacy & cryptography Systems & networking Algorithms Mathematics Ecology & environment Economics Medical, health & genomics Social sciences Technology for emerging markets Academic programs Events & academic conferences Microsoft Research Forum Microsoft Research Blog Microsoft Research Podcast Microsoft Research Stories About Microsoft Research Careers & internships People Emeritus program News & awards Microsoft Research newsletter Africa AI for Science AI Frontiers Asia-Pacific Cambridge Catalyst Health Futures India Montreal New England New York City Redmond Applied Sciences Mixed Reality & AI - Cambridge Mixed Reality & AI - 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