{"schema":"sb.node.v1","id":"sb:e/4a150c1074681e2dd4d1ccb0","kind":"entity","label":{"text":"use ai","locale":"en"},"identity":{"anchor":"label:en:use ai","strength":"label"},"asOf":{"knowledgeCutoff":"2026-10-29T17:25:09.509711+00:00","releaseId":"sb-ef9d12c2c5fd","snapshot":"deploy 14c6ba2e7b8f90dc21f4bab215f870cb3dd726de"},"lens":{"kind":"public"},"build":{"plane":"projected","builtFrom":["entity_graph.slim.json","entity_receipts (deploy asset)","event_graph.json","truth_records (deploy asset)","corroborated_record.json"],"rule":"node-projection.entity@v1"},"standing":{"evidence":{"supporting":1148,"separatePublishers":340,"basis":"documents that mention the subject and the outlets that carried them; a mention is evidence the referent is in use, not evidence about any claim","receiptsOnTopic":{"state":"partial","share":0.133,"named":153,"of":1148,"basis":"documents whose own title or summary lead names the subject, over every counted document that mentions it anywhere (the entity graph's measurement); receipts are drawn only from rows whose own title or URL names the subject (the entity graph's subject gate)","blind":["only 13% of the 1148 documents measured name the subject in their own text; the rest mention it in passing, so standing.evidence.supporting overstates coverage about it"]}},"admission":{"state":"provisional","kind":"observed","kindBasis":"no-vocabulary-row","policy":"promotion (observed tier; not promoted)","reason":"seen recurring in the corpus and kept in the graph at the observation bar; not promoted into the vocabulary"},"disposition":{"state":"served","reason":"public record"},"validity":{"from":"2026-04-30","to":"2026-10-27","basis":"first and last day we saw it mentioned; not the subject's own lifetime"},"measurement":{"state":"partial","blind":["assertion coverage 0: about 100% of mentions carry no typed assertion"]}},"dimensions":{"domains":["tech"],"activeDays":62,"assertions":{}},"up":[],"upNote":"An entity is a root: it is contained by nothing. Pan out by following R.","children":{"count":11,"byKind":{"observation":11},"withheld":{"state":"withheld","count":1,"reason":"1 receipt withheld: no source link (the same rule the topic record applies)"},"items":[{"id":"sb:o/5a5edd56301829c18c060314","kind":"observation","label":"www.theregister.com · 2026-10-27 · IBM admits mainframes need to be modernized and will use AI to do the job","url":"https://www.theregister.com/systems/2026/10/27/ibm-admits-mainframes-need-to-be-modernized-and-will-use-ai-to-do-the-job/5305618","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/628f55ea3c17c8f01c32298f","kind":"observation","label":"Corporate Compliance Insights · 2026-10-27 · A Regulator Says Use AI. Another Says the Framework Is Not Ready.","url":"https://www.corporatecomplianceinsights.com/regulator-says-use-ai-another-says-framework-is-not-ready/","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/b045333c1bc229bb63a93bfe","kind":"observation","label":"Defense One · 2026-10-26 · Policy proposal would require firms to disclose how they use AI to develop new models","url":"https://www.defenseone.com/policy/2026/10/policy-proposal-would-require-firms-disclose-how-they-use-ai-develop-new-models/416833/","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/18db2def487e4d8e50f168bd","kind":"observation","label":"Euronews · 2026-10-26 · One in three young adults use AI chatbots for drug and alcohol information, study finds","url":"https://www.euronews.com/2026/10/26/one-in-three-young-adults-use-ai-chatbots-for-drug-and-alcohol-information-study-finds","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/e6549ebb7ab410b6c9e03cc2","kind":"observation","label":"VetSurgeon News · 2026-10-26 · Blog Post: Toolkit to help vets use AI and tackle client self-diagnosis","url":"https://www.vetsurgeon.org/b/veterinary-news/posts/toolkit-to-help-vets-use-ai-and-tackle-client-self-diagnosis","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/8f149d6085146e72a59d6de2","kind":"observation","label":"Latest from Tom's Hardware · 2026-10-25 · Cybersecurity bounty hunter says Samsung TVs use AI to record audio and screenshots for ads","url":"https://www.tomshardware.com/tech-industry/cyber-security/hacker-finds-own-samsung-tv-collecting-scary-amounts-of-user-information-and-gets-banned-by-openai-for-cyber-abuse-tv-runs-an-ai-model-that-collects-audio-screenshots-and-plenty-of-other-user-data-for-ad-targeting","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/413d77ff681cc91c4006073c","kind":"observation","label":"Mortgage Professional · 2026-10-23 · How commercial brokers use AI to find borrowers with maturing loans","url":"https://www.mpamag.com/us/specialty/commercial/how-commercial-brokers-use-ai-to-find-borrowers-with-maturing-loans/594817","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/589c0ede2b461c36f293e4f8","kind":"observation","label":"an unnamed outlet · 2026-10-23 · GoDaddy’s CEO on when small businesses should — and shouldn't — use AI","url":"https://www.businessinsider.com/godaddy-ceo-when-small-businesses-use-ai-2026-10","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/78d3f4ae6b311033a21203d5","kind":"observation","label":"Euronews · 2026-10-23 · French kids use AI far more than their parents think, survey finds","url":"https://www.euronews.com/2026/10/23/french-kids-use-ai-far-more-than-their-parents-think-survey-finds","match":{"surface":"title","basis":"admitted by the entity graph's subject gate (title or URL); the headline names the subject as whole words (the door's on-topic test)"}},{"id":"sb:o/76064126bea10cc454beafbe","kind":"observation","label":"Global Competition Review · 2026-10-21 · CAT urged to address self-represented claimant’s use of AI tools in health insurer dispute","url":"https://globalcompetitionreview.com/article/cat-urged-address-self-represented-claimants-use-of-ai-tools-in-health-insurer-dispute","match":{"surface":"unknown","basis":"admitted by the entity graph's subject gate (title or URL), which does not record the surface; neither the headline nor the URL path names the subject by the door's on-topic test (the gate reads forms the door does not carry)"}}],"cursor":"c1.eyJpZCI6InNiOmUvNGExNTBjMTA3NDY4MWUyZGQ0ZDFjY2IwIiwibCI6ImNoaWxkcmVuIiwibyI6MTAsImsiOm51bGwsImEiOiIyMDI2LTEwLTI5VDE3OjI1OjA5LjUwOTcxMSswMDowMCJ9","order":"newest first; we keep the 11 newest receipts for this entity whose own title or URL (the entity graph's subject gate) names it; each says which in match. Its other observations are counted in standing.evidence.supporting but are not addressable in v1"},"relations":{"count":10,"byKind":{"co-mentioned":10},"items":[{"kind":"relation","label":"co-mentioned with ai (1148 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/1216aadf6b0c24a5bc5b92c3"},{"kind":"relation","label":"co-mentioned with using ai (341 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/c3b69048094a492956d4e502"},{"kind":"relation","label":"co-mentioned with openai (328 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/8ed8f8177c20069eaa2b0d56"},{"kind":"relation","label":"co-mentioned with anthropic (252 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/a40cdef78f57b6f647185429"},{"kind":"relation","label":"co-mentioned with google (239 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/a2f568626a303873d3d0a2a1"},{"kind":"relation","label":"co-mentioned with ai agents (227 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/84e465f4b9fc477324a1a2fc"},{"kind":"relation","label":"co-mentioned with ai models (158 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/23a5074322019625547d10c8"},{"kind":"relation","label":"co-mentioned with china (151 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/ba936dd7e05c44f6523f1107"},{"kind":"relation","label":"co-mentioned with microsoft (150 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/57d546179bcc737c5697517c"},{"kind":"relation","label":"co-mentioned with buy (146 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/9b17e407a77522ad5dc76483"}],"cursor":null,"order":"situations first, then claims (the subject's own maintained record, then site-wide corroborated clusters; each label ends with its standing), then co-mentions by shared documents, descending. Co-mentions are the ten strongest the entity graph keeps per entity"},"edge":{"state":"continues"},"links":{"rest":"/api/v1/node/e/4a150c1074681e2dd4d1ccb0","mcp":"traverse {\"id\":\"sb:e/4a150c1074681e2dd4d1ccb0\"}","page":"/entity/use-ai/"},"limits":{"levelsPerCall":1,"pageSize":10,"maxPageSize":50,"membersMax":50,"statement":"One level per call: depth is 1 and only 1, and there is no whole-graph dump. pageSize 1-50 (default 10); a page limit is a cursor, never an edge. Members are listed up to 50. At most 60 traverse calls a minute per caller (runaway-loop protection, not a meter). One knowledge cutoff is served: the deploy's."},"actions":[{"verb":"unfold","lit":true,"effect":"read","layer":"free-record","call":"traverse {\"id\":\"sb:e/4a150c1074681e2dd4d1ccb0\",\"level\":\"children\"}"},{"verb":"fold","lit":true,"effect":"read","layer":"free-record","call":"traverse {\"id\":\"sb:e/4a150c1074681e2dd4d1ccb0\"}"},{"verb":"panOut","lit":false,"effect":"read","layer":"free-record","reason":"An entity is a root: it is contained by nothing. Pan out by following R."},{"verb":"follow","lit":true,"effect":"read","layer":"free-record","call":"traverse {\"id\":\"sb:e/4a150c1074681e2dd4d1ccb0\",\"level\":\"relations\"}"},{"verb":"receipts","lit":false,"effect":"read","layer":"free-record","reason":"receipts are the observations below this node; unfold to reach them"},{"verb":"edge","lit":true,"effect":"read","layer":"free-record","call":"traverse {\"id\":\"sb:e/4a150c1074681e2dd4d1ccb0\"}"},{"verb":"asOf","lit":false,"effect":"read","layer":"free-record","reason":"v1 serves one knowledge cutoff, this deploy's; walking an earlier cutoff needs retained history, which v1 does not keep"},{"verb":"switchObserver","lit":false,"effect":"read","layer":"free-record","reason":"the public record is the same for every observer; traversal through a Watch's lens is not served in v1"},{"verb":"readOriginal","lit":false,"effect":"read","layer":"free-record","reason":"no translation is applied on this node; every label is the source's own text"},{"verb":"save","lit":false,"effect":"watch-declaration","layer":"watch","reason":"saving applies to a configured Watch; configure one around this node first (free), then save it"},{"verb":"deliver","lit":false,"effect":"watch-declaration","layer":"watch","reason":"delivery applies to a saved Watch"},{"verb":"format","lit":false,"effect":"watch-declaration","layer":"watch","reason":"output format applies to a saved Watch"},{"verb":"deltaR","lit":false,"effect":"read","layer":"watch","reason":"Delta R needs a saved Watch with a previous reading"},{"verb":"read","lit":false,"effect":"read","layer":"one-time-read","reason":"one-time Reads are not offered through this door; use ask"}]}