{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Writing: Forecasting space weather risks on power grids","description":"Microsoft writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8","json_url":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8/signal.json","generated_at":"2026-10-12T20:54:00.549Z","evidence_latest_fetched_at":"2026-09-30T16:03:25.129316+00:00","signal_first_seen_at":"2026-09-30T16:00:58.567001+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/77b71d7b-e9ab-4b87-b9a0-703df4de89a8","signal_json":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8/signal.json","source":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"Microsoft published Forecasting space weather risks on power grids. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft AI research post on space weather forecasting · Forecasting space weather risks on power grids - Microsoft Research Skip to main content Research Publications Code, datasets and models Artificial intelligence Audio &.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","source_host":"microsoft.com","occurred_at":"2026-09-30T16:00:00+00:00","first_seen_at":"2026-09-30T16:00:58.567001+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":"Rohan Kannan","source":"source"},{"label":"Notability","value":"Microsoft AI research post on space weather forecasting","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"systems","source":"radar"},{"label":"Matched 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date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Infrastructure, Safety and policy?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8/signal.json","required":true},{"label":"source","url":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Microsoft's writing signal \"Forecasting space weather risks on power grids\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Forecasting space weather risks on power grids","text":"Microsoft published Forecasting space weather risks on power grids."},{"subject":"Forecasting space weather risks on power grids","predicate":"is classified as","object":"writing signal","text":"Forecasting space weather risks on power grids is classified as writing signal."},{"subject":"Forecasting space weather risks on power grids","predicate":"belongs to","object":"talking desk","text":"Forecasting space weather risks on power grids belongs to talking desk."},{"subject":"Forecasting space weather risks on power grids","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forecasting space weather risks on power grids has evidence coverage 1 captured evidence page."},{"subject":"Forecasting space weather risks on power grids","predicate":"matches data-business lanes","object":"Infrastructure, Safety and policy","text":"Forecasting space weather risks on power grids matches data-business lanes Infrastructure, Safety and policy."},{"subject":"Forecasting space weather risks on power grids","predicate":"has captured page count","object":"1","text":"Forecasting space weather risks on power grids has captured page count 1."},{"subject":"Forecasting space weather risks on power grids","predicate":"has readable page count","object":"1","text":"Forecasting space weather risks on power grids has readable page count 1."},{"subject":"Forecasting space weather risks on power grids","predicate":"has related signal count","object":"6","text":"Forecasting space weather risks on power grids has related signal count 6."},{"subject":"Forecasting space weather risks on power grids","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":"Forecasting space weather risks on power grids 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":"Forecasting space weather risks on power grids","predicate":"has source host","object":"microsoft.com","text":"Forecasting space weather risks on power grids has source host microsoft.com."},{"subject":"Forecasting space weather risks on power grids","predicate":"has lab","object":"Microsoft","text":"Forecasting space weather risks on power grids has lab Microsoft."},{"subject":"Forecasting space weather risks on power grids","predicate":"has signal desk","object":"talking","text":"Forecasting space weather risks on power grids has signal desk talking."},{"subject":"Forecasting space weather risks on power grids","predicate":"has source host","object":"microsoft.com","text":"Forecasting space weather risks on power grids has source host microsoft.com."},{"subject":"Forecasting space weather risks on power grids","predicate":"has author","object":"Rohan Kannan","text":"Forecasting space weather risks on power grids has author Rohan Kannan."},{"subject":"Forecasting space weather risks on power grids","predicate":"has notability","object":"Microsoft AI research post on space weather forecasting","text":"Forecasting space weather risks on power grids has notability Microsoft AI research post on space weather forecasting."},{"subject":"Forecasting space weather risks on power grids","predicate":"has radar lane","object":"Infrastructure","text":"Forecasting space weather risks on power grids has radar lane Infrastructure."},{"subject":"Forecasting space weather risks on power grids","predicate":"has radar lane","object":"Safety and policy","text":"Forecasting space weather risks on power grids has radar lane Safety and policy."},{"subject":"Forecasting space weather risks on power grids","predicate":"has matched term","object":"systems","text":"Forecasting space weather risks on power grids has matched term systems."}]},"intelligence":{"signal_desk":"talking","answer":"Microsoft published Forecasting space weather risks on power grids. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Microsoft AI research post on space weather forecasting · Forecasting space weather risks on power grids - Microsoft Research Skip to main content Research Publications Code, datasets and models Artificial intelligence Audio &.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Forecasting space weather risks on power grids","text":"Microsoft published Forecasting space weather risks on power grids."},{"subject":"Forecasting space weather risks on power grids","predicate":"is classified as","object":"writing signal","text":"Forecasting space weather risks on power grids is classified as writing signal."},{"subject":"Forecasting space weather risks on power grids","predicate":"belongs to","object":"talking desk","text":"Forecasting space weather risks on power grids belongs to talking desk."},{"subject":"Forecasting space weather risks on power grids","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forecasting space weather risks on power grids has evidence coverage 1 captured evidence page."},{"subject":"Forecasting space weather risks on power grids","predicate":"matches data-business lanes","object":"Infrastructure, Safety and policy","text":"Forecasting space weather risks on power grids matches data-business lanes Infrastructure, Safety and policy."}]},"signal":{"id":"77b71d7b-e9ab-4b87-b9a0-703df4de89a8","url":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8","json_url":"https://onlylabs.fyi/signals/77b71d7b-e9ab-4b87-b9a0-703df4de89a8/signal.json","source_url":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","title":"Forecasting space weather risks on power grids","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":"2026-09-30T16:00:00+00:00","first_seen_at":"2026-09-30T16:00:58.567001+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/forecasting-space-weather-risks-on-power-grids/"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":25,"matched_terms":["systems","risk"],"reason":"Microsoft has a writing signal matching infrastructure, safety and policy."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","final_url":"https://www.microsoft.com/en-us/research/blog/forecasting-space-weather-risks-on-power-grids/","title":"Forecasting space weather risks on power grids","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-09-30T16:03:25.129316+00:00","bytes":233695,"raw_path":"63e9a822faf54946f1afdc924835b6b0519ff35f47bf65f4cce4b2a8ac32969f.html","content_hash":"73bcd52f938669873b111846cae6fb786809a88d7bd44e81ca582f8bab77210e","excerpt_chars":1200,"truncated":true,"excerpt":"Forecasting space weather risks on power grids - 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Zurich Register: Research Forum Microsoft Security Azure Dynamics 365 Microsoft 365 Microsoft Teams Windows 365 Microsoft AI Azure..."},"evidence_pages":[],"related_signals":[{"id":"b62abb6f-216a-485b-8cbf-864329aad68d","url":"https://onlylabs.fyi/signals/b62abb6f-216a-485b-8cbf-864329aad68d","source_url":"https://www.microsoft.com/en-us/research/blog/simulating-student-learning-for-better-ai-tutoring/","title":"Simulating student learning for better AI tutoring","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-12T16:00:00+00:00","first_seen_at":"2026-10-12T16:01:01.106779+00:00","date_source":"rss.item_date"},{"id":"a5aec64e-b87c-417a-8c59-04cfc752a474","url":"https://onlylabs.fyi/signals/a5aec64e-b87c-417a-8c59-04cfc752a474","source_url":"https://www.microsoft.com/en-us/research/blog/agent-lightning-v1-0-a-3500-line-lightweight-agentic-rl-framework-for-training-agents-with-real-harnesses/","title":"Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-07T16:00:00+00:00","first_seen_at":"2026-10-07T20:00:52.090352+00:00","date_source":"rss.item_date"},{"id":"da0e81f6-4525-4f34-9cc1-5e17e35e819e","url":"https://onlylabs.fyi/signals/da0e81f6-4525-4f34-9cc1-5e17e35e819e","source_url":"https://www.microsoft.com/en-us/research/podcast/what-ai-gets-wrong-and-what-failure-teaches-us/","title":"What AI gets wrong and what failure teaches us","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-10-06T16:19:06+00:00","first_seen_at":"2026-10-06T20:00:51.08907+00:00","date_source":"rss.item_date"},{"id":"a8d0b5c0-b8e3-4086-b057-863363ff7d7f","url":"https://onlylabs.fyi/signals/a8d0b5c0-b8e3-4086-b057-863363ff7d7f","source_url":"https://www.microsoft.com/en-us/research/blog/introducing-quine-an-ai-research-system-designed-for-the-complexity-of-biology/","title":"Introducing Quine: An AI research system designed for the complexity of biology","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-09-29T14:00:02+00:00","first_seen_at":"2026-09-30T00:00:50.822388+00:00","date_source":"rss.item_date"},{"id":"15616697-2f30-4baa-a80a-1a7710d83cc6","url":"https://onlylabs.fyi/signals/15616697-2f30-4baa-a80a-1a7710d83cc6","source_url":"https://www.microsoft.com/en-us/research/blog/offloaded-inference-for-real-world-physical-ai-robotics/","title":"Offloaded inference for real-world physical AI robotics","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-09-23T16:01:36+00:00","first_seen_at":"2026-09-23T20:00:53.203048+00:00","date_source":"rss.item_date"},{"id":"91839032-e097-4fa9-a297-2836431df8da","url":"https://onlylabs.fyi/signals/91839032-e097-4fa9-a297-2836431df8da","source_url":"https://www.microsoft.com/en-us/research/blog/one-year-in-how-microsoft-research-asia-singapore-is-advancing-research-partnership-and-talent-for-real-world-impact/","title":"One year in: How Microsoft Research Asia – Singapore is advancing research, partnership and talent for real-world impact","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-07-24T00:00:00.000Z","first_seen_at":"2026-09-29T00:00:51.701807+00:00","date_source":"page.visible_date"}]}