{"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":"2026-11-02T23:20:37.552024+00:00","releaseId":"sb-bd2d22fc815d","snapshot":"deploy 3ac6191ad84a7bf597407804589a9c6ace5a0b33"},"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":1294,"separatePublishers":354,"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":0.131,"named":170,"of":1294,"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 1294 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":"canonical","kind":"receipted","kindBasis":"receipt-on-file","reason":"entity graph provenance 'curated'; promoted from the corpus by the machine rule; the promotion receipt (bars, evidence, snapshot) is on file but its contents are not yet served","policy":"promotion (receipt on file; contents not yet served)","admittedOn":"2026-10-28"},"disposition":{"state":"served","reason":"public record"},"validity":{"from":"2026-04-30","to":"2026-11-02","basis":"first and last day we saw it mentioned; not the subject's own lifetime"},"measurement":{"state":"partial","blind":["assertion coverage 0.008: about 99% of mentions carry no typed assertion"]}},"dimensions":{"domains":["tech"],"activeDays":68,"assertions":{}},"up":[],"upNote":"An entity is a root: it is contained by nothing. Pan out by following R.","children":{"count":8,"byKind":{"observation":8},"withheld":{"state":"withheld","count":4,"reason":"4 receipts withheld: no source link (the same rule the topic record applies)"},"items":[{"id":"sb:o/c1fcc2271ea19c49e8b3b53b","kind":"observation","label":"PPC Land · 2026-10-31 · Roblox developers buy ads for traffic as 80% of top games use AI","url":"https://ppc.land/roblox-developers-buy-ads-for-traffic-as-80-of-top-games-use-ai/","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/d546c46d929c9446569ae3cb","kind":"observation","label":"Latest Updates · 2026-10-30 · More than 80% of Roblox's top games now use AI, while Playgama tracks the tools developers prefer","url":"https://www.pocketgamer.biz/more-than-80-of-robloxs-top-games-now-use-ai-while-playgama-tracks-the-tools-developers-prefer/","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/c7526aa3fa279953904f0c43","kind":"observation","label":"Latest from Tom's Hardware · 2026-10-30 · Former esports commentator builds his own custom mouse shell generator for 3D printing that doesn’t use AI — Mausstudio automatically detects buttons, screwh…","url":"https://www.tomshardware.com/peripherals/gaming-mice/esports-commentator-builds-his-own-custom-mouse-shell-generator-for-3d-printing-that-doesnt-use-ai-mausstudio-automatically-detects-buttons-screwholes-and-sensor-locations","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/429c114e51f676cb83ef806b","kind":"observation","label":"The Hacker News · 2026-10-30 · Chinese Hackers Use AI-Powered ARTEX to Target Over 200 Organizations Worldwide","url":"https://thehackernews.com/2026/10/chinese-hackers-use-ai-powered-artex-to.html","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/91b150c79da664d66aa739cf","kind":"observation","label":"Insurance Journal · 2026-10-29 · Markets & Coverages: Aon and SAGE to Use AI to More Precisely Price Crop Insurance","url":"https://www.insurancejournal.com/news/national/2026/10/29/890750.htm","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/b969fc000c7c109cfec17993","kind":"observation","label":"SitePoint · 2026-10-29 · How to Use AI to Turn Software Documentation Into a Product Launch Plan","url":"https://www.sitepoint.com/how-to-use-ai-to-turn-software-documentation-into-a-product-launch-plan/?utm_source=rss","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/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)"}}],"cursor":null,"order":"newest first; we keep the 8 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":12,"byKind":{"claim":2,"co-mentioned":10},"items":[{"id":"sb:p/0c1dfd5c97160e9dfee12daf","kind":"claim","label":"North Korea’s Hackers Use AI to Target Major Crypto Firms, Researchers Say — corroborated","role":"named-in","relationKind":"claim","members":1},{"id":"sb:p/3cc6dff5946c04fe90d81bf6","kind":"claim","label":"More than 80% of Roblox's top games now use AI, while Playgama tracks the tools developers prefer — reported by two","role":"named-in","relationKind":"claim","members":1},{"kind":"relation","label":"co-mentioned with ai (1293 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/1216aadf6b0c24a5bc5b92c3"},{"kind":"relation","label":"co-mentioned with using ai (384 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/c3b69048094a492956d4e502"},{"kind":"relation","label":"co-mentioned with openai (371 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/8ed8f8177c20069eaa2b0d56"},{"kind":"relation","label":"co-mentioned with anthropic (278 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/a40cdef78f57b6f647185429"},{"kind":"relation","label":"co-mentioned with google (274 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/a2f568626a303873d3d0a2a1"},{"kind":"relation","label":"co-mentioned with ai agents (271 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/84e465f4b9fc477324a1a2fc"},{"kind":"relation","label":"co-mentioned with ai models (192 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/23a5074322019625547d10c8"},{"kind":"relation","label":"co-mentioned with china (173 documents)","role":"co-mentioned","relationKind":"co-mentioned","members":2,"id":"sb:r/ba936dd7e05c44f6523f1107"}],"cursor":"c1.eyJpZCI6InNiOmUvNGExNTBjMTA3NDY4MWUyZGQ0ZDFjY2IwIiwibCI6InJlbGF0aW9ucyIsIm8iOjEwLCJrIjpudWxsLCJhIjoiMjAyNi0xMS0wMlQyMzoyMDozNy41NTIwMjQrMDA6MDAifQ","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"}]}