{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Writing: Called to serve: Tech, research, and positive impact","description":"Microsoft writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ebbf7547-7b0b-497b-815e-bc2175ea5fb8","json_url":"https://onlylabs.fyi/signals/ebbf7547-7b0b-497b-815e-bc2175ea5fb8/signal.json","generated_at":"2026-10-24T20:15:38.746Z","evidence_latest_fetched_at":"2026-10-21T00:04:10.724436+00:00","signal_first_seen_at":"2026-10-21T00:00:54.077375+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/ebbf7547-7b0b-497b-815e-bc2175ea5fb8","signal_json":"https://onlylabs.fyi/signals/ebbf7547-7b0b-497b-815e-bc2175ea5fb8/signal.json","source":"https://www.microsoft.com/en-us/research/podcast/called-to-serve-tech-research-and-positive-impact-with-chris-white/","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Microsoft published Called to serve: Tech, research, and positive impact. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft blog on tech for positive impact · Called to serve: Tech, research, and positive impact - Microsoft Research Research Publications Code, datasets and models Artificial intelligence Audio & acoustics.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Data demand in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://www.microsoft.com/en-us/research/podcast/called-to-serve-tech-research-and-positive-impact-with-chris-white/","source_host":"microsoft.com","occurred_at":"2026-10-20T16:00:00+00:00","first_seen_at":"2026-10-21T00:00:54.077375+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":"Weishung Liu, Chris White","source":"source"},{"label":"Notability","value":"Microsoft blog on tech for positive impact","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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Microsoft's writing signal \"Called to serve: Tech, research, and positive impact\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Called to serve: Tech, research, and positive impact","text":"Microsoft published Called to serve: Tech, research, and positive impact."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"is classified as","object":"writing signal","text":"Called to serve: Tech, research, and positive impact is classified as writing signal."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"belongs to","object":"talking desk","text":"Called to serve: Tech, research, and positive impact belongs to talking desk."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Called to serve: Tech, research, and positive impact has evidence coverage 1 captured evidence page."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"matches data-business lanes","object":"Data demand","text":"Called to serve: Tech, research, and positive impact matches data-business lanes Data demand."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has captured page count","object":"1","text":"Called to serve: Tech, research, and positive impact has captured page count 1."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has readable page count","object":"1","text":"Called to serve: Tech, research, and positive impact has readable page count 1."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has related signal count","object":"6","text":"Called to serve: Tech, research, and positive impact has related signal count 6."},{"subject":"Called to serve: Tech, research, and positive impact","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":"Called to serve: Tech, research, and positive impact 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":"Called to serve: Tech, research, and positive impact","predicate":"has source host","object":"microsoft.com","text":"Called to serve: Tech, research, and positive impact has source host microsoft.com."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has lab","object":"Microsoft","text":"Called to serve: Tech, research, and positive impact has lab Microsoft."},{"subject":"Called to serve: Tech, research, and positive impact","predicate":"has signal desk","object":"talking","text":"Called to serve: Tech, research, and positive impact 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft blog on tech for positive impact · Called to serve: Tech, research, and positive impact - Microsoft Research Research Publications Code, datasets and models Artificial intelligence Audio & acoustics.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. 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