{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Writing: Vega: Zero-knowledge proofs for digital identity in the age of AI","description":"Microsoft writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab","json_url":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab/signal.json","generated_at":"2026-06-07T21:14:14.468218+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/714d9bc3-13a0-4c6c-b366-1170319246ab","signal_json":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab/signal.json","source":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","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 Vega: Zero-knowledge proofs for digital identity in the age of AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Low traction HN post, routine research announcement · Vega: Zero-knowledge proofs for digital identity in the age of AI - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research.... 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/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","source_host":"microsoft.com","occurred_at":"2026-05-21T13:48:40+00:00","first_seen_at":"2026-06-05T20:58:40.10841+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":"Srinath Setty","source":"source"},{"label":"Notability","value":"Low traction HN post, routine research announcement","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"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/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-07T21:14:14.468218+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication 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?","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/714d9bc3-13a0-4c6c-b366-1170319246ab/signal.json","required":true},{"label":"source","url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","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":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 \"Vega: Zero-knowledge proofs for digital identity in the age of AI\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Vega: Zero-knowledge proofs for digital identity in the age of AI","text":"Microsoft published Vega: Zero-knowledge proofs for digital identity in the age of AI."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"is classified as","object":"writing signal","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI is classified as writing signal."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"belongs to","object":"talking desk","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI belongs to talking desk."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has evidence coverage 1 captured evidence page."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has captured page count","object":"1","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has captured page count 1."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has readable page count","object":"1","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has readable page count 1."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has related signal count","object":"6","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has related signal count 6."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","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":"Vega: Zero-knowledge proofs for digital identity in the age of AI 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":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has source host","object":"microsoft.com","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has source host microsoft.com."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has lab","object":"Microsoft","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has lab Microsoft."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has signal desk","object":"talking","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has signal desk talking."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has source host","object":"microsoft.com","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has source host microsoft.com."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has author","object":"Srinath Setty","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has author Srinath Setty."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has notability","object":"Low traction HN post, routine research announcement","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has notability Low traction HN post, routine research announcement."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has watch term","object":"Data pipeline","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has watch term Data pipeline."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has watch term","object":"Infrastructure","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has watch term Infrastructure."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has watch term","object":"Safety and alignment","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"Microsoft published Vega: Zero-knowledge proofs for digital identity in the age of AI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Low traction HN post, routine research announcement · Vega: Zero-knowledge proofs for digital identity in the age of AI - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published","object":"Vega: Zero-knowledge proofs for digital identity in the age of AI","text":"Microsoft published Vega: Zero-knowledge proofs for digital identity in the age of AI."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"is classified as","object":"writing signal","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI is classified as writing signal."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"belongs to","object":"talking desk","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI belongs to talking desk."},{"subject":"Vega: Zero-knowledge proofs for digital identity in the age of AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Vega: Zero-knowledge proofs for digital identity in the age of AI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"714d9bc3-13a0-4c6c-b366-1170319246ab","url":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab","json_url":"https://onlylabs.fyi/signals/714d9bc3-13a0-4c6c-b366-1170319246ab/signal.json","source_url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","title":"Vega: Zero-knowledge proofs for digital identity in the age of AI","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":"2026-05-21T13:48:40+00:00","first_seen_at":"2026-06-05T20:58:40.10841+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/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/"]},"facets":{},"traction":{"github_stars":null,"hn_points":3,"hn_comments":0,"hn_story_id":"48222919","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","final_url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","title":"Vega: Zero-knowledge proofs for digital identity in the age of AI","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:14.468218+00:00","bytes":217121,"raw_path":"396f8c2769453bd8853235792f7b5d6c28626c08d41f612c07e676bf91e3086e.html","content_hash":"0e886177f17fa3546aa9e775e125543ae466124af8f8bf10c7e039f98852aee7","excerpt_chars":1200,"truncated":true,"excerpt":"Vega: Zero-knowledge proofs for digital identity in the age of AI - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research blog 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 Behind the Tech podcast Microsoft Research blog Microsoft Research Forum Microsoft Research podcast About Microsoft Research Careers & internships People Emeritus program News & awards Microsoft Research newsletter Africa AI for Science AI Frontiers Asia-Pacific Cambridge Health Futures India Montreal New England New York City Redmond Applied Sciences Mixed Reality & AI - Cambridge Mixed Reality & AI - Zurich Register: Research Forum Microsoft Security Azure Dynamics 365 Microsoft 365..."},"evidence_pages":[{"url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","final_url":"https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-the-age-of-ai/","title":"Vega: Zero-knowledge proofs for digital identity in the age of AI","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-06-07T21:14:14.468218+00:00","bytes":217121,"raw_path":"396f8c2769453bd8853235792f7b5d6c28626c08d41f612c07e676bf91e3086e.html","content_hash":"0e886177f17fa3546aa9e775e125543ae466124af8f8bf10c7e039f98852aee7","excerpt_chars":1200,"truncated":true,"excerpt":"Vega: Zero-knowledge proofs for digital identity in the age of AI - Microsoft Research Skip to main content Research Publications Code & data People Microsoft Research blog 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 Behind the Tech podcast Microsoft Research blog Microsoft Research Forum Microsoft Research podcast About Microsoft Research Careers & internships People Emeritus program News & awards Microsoft Research newsletter Africa AI for Science AI Frontiers Asia-Pacific Cambridge Health Futures India Montreal New England New York City Redmond Applied Sciences Mixed Reality & AI - Cambridge Mixed Reality & AI - Zurich Register: Research Forum Microsoft Security Azure Dynamics 365 Microsoft 365..."}],"related_signals":[{"id":"be2c5d7a-ad5b-4388-8413-b9ce36841f25","url":"https://onlylabs.fyi/signals/be2c5d7a-ad5b-4388-8413-b9ce36841f25","source_url":"https://www.microsoft.com/en-us/research/blog/data-formulator-0-7-ai-powered-data-analytics-for-enterprise-data/","title":"Data Formulator 0.7: AI-powered data analytics for enterprise data","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-28T16:00:00+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"41f7ba17-e173-4285-a3a4-a3d92e3b0615","url":"https://onlylabs.fyi/signals/41f7ba17-e173-4285-a3a4-a3d92e3b0615","source_url":"https://www.microsoft.com/en-us/research/blog/extending-human-intelligence-through-ai/","title":"Extending Human Intelligence Through AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-27T16:00:00+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"6cbdbd22-3818-446b-8b91-b1d7d54a6520","url":"https://onlylabs.fyi/signals/6cbdbd22-3818-446b-8b91-b1d7d54a6520","source_url":"https://www.microsoft.com/en-us/research/blog/further-notes-on-our-recent-research-on-ai-delegation-and-long-horizon-reliability/","title":"Further Notes on Our Recent Research on AI Delegation and Long-Horizon Reliability","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-15T18:06:57+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"f0e35467-80ee-4fbb-b248-73eec80aa99d","url":"https://onlylabs.fyi/signals/f0e35467-80ee-4fbb-b248-73eec80aa99d","source_url":"https://www.microsoft.com/en-us/research/blog/mimalloc-a-high-performance-scalable-memory-allocator-for-the-modern-era/","title":"mimalloc: A new, high-performance, scalable memory allocator for the modern era","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-13T17:19:59+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"6a1a9043-ef0f-4941-bfbd-8b8e08d3b397","url":"https://onlylabs.fyi/signals/6a1a9043-ef0f-4941-bfbd-8b8e08d3b397","source_url":"https://www.microsoft.com/en-us/research/blog/gridsfm-a-new-small-foundation-model-for-the-electric-grid/","title":"GridSFM: A new, small foundation model for the electric grid","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-13T16:00:20+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"},{"id":"51e603fe-d47d-4a48-b278-698356038e71","url":"https://onlylabs.fyi/signals/51e603fe-d47d-4a48-b278-698356038e71","source_url":"https://www.microsoft.com/en-us/research/blog/advancing-ai-for-materials-with-mattersim-experimental-synthesis-faster-simulation-and-multi-task-models/","title":"Advancing AI for materials with MatterSim: experimental synthesis, faster simulation, and multi-task models","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-12T13:00:00+00:00","first_seen_at":"2026-06-05T20:58:40.10841+00:00","date_source":"rss.item_date"}]}