{ "schemaVersion": "rnn.agent-start.v1", "generatedAt": "2026-05-26T00:29:53.023Z", "stale": false, "edition": { "id": "2026-05-25", "date": "2026-05-25", "timezone": "America/Denver", "generatedAt": "2026-05-26T00:29:53.023Z", "source": "rss-refresh", "canonicalPath": "/api/editions/2026-05-25", "agentPath": "/api/agents/editions/2026-05-25" }, "purpose": "A compact start guide for web-browsing agents, crawlers, robots, and humans who need the most useful RNN surface first.", "firstActions": [ { "priority": "P0", "label": "Read the agent briefing", "path": "/api/agents/briefing.json", "method": "GET", "returns": "lead story, latest changes, entity radar, source notes, and useful routes", "cadence": "on session start, then every five minutes or when staleAfter changes" }, { "priority": "P0", "label": "Use this start guide for routing", "path": "/api/agents/start-here.json", "method": "GET", "returns": "runbook, top transmissions, watchlist, source state, and crawler contract", "cadence": "on session start" }, { "priority": "P1", "label": "Use source-backed event records", "path": "/api/v1/events?limit=25", "method": "GET", "returns": "source-backed event records with source facts, RNN summary, uncertainty, and evidence links", "cadence": "after reading the briefing" }, { "priority": "P1", "label": "Poll changes instead of rereading the site", "path": "/api/v1/changes?limit=25", "method": "GET", "returns": "new or changed stories with cursor support", "cadence": "every five minutes while monitoring" }, { "priority": "P1", "label": "Check high-priority watchlist items", "path": "/api/v1/watchlist?priority=P0,P1", "method": "GET", "returns": "current watchlist filtered by priority, entity, or surface", "cadence": "after reading the daily brief" }, { "priority": "P2", "label": "Check source notes", "path": "/api/v1/source-trust", "method": "GET", "returns": "source context, gaps, top sources, and citation guardrails", "cadence": "before citing freshness-sensitive facts" } ], "currentRead": { "lead": { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanBehaviorDetected": "Humans are moving risk between maps, markets, and machines.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "sourceTransmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanTranslation": "Humans are moving risk between maps, markets, and machines.", "cleanHumanVersion": "Humans are moving risk between maps, markets, and machines.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 103, "sourceConfidence": "repeated-source pattern", "newnessDetected": "fresh", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T22:44:28.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "json": "/api/v1/packets/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "source": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, "topSignals": [ { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanBehaviorDetected": "Humans are moving risk between maps, markets, and machines.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "sourceTransmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanTranslation": "Humans are moving risk between maps, markets, and machines.", "cleanHumanVersion": "Humans are moving risk between maps, markets, and machines.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 103, "sourceConfidence": "repeated-source pattern", "newnessDetected": "fresh", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T22:44:28.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "json": "/api/v1/packets/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "source": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-robot-learning-commercial-6bdd9a69:BEAGbhUI5KqenJghVD", "title": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs. Proprietary Physical AI - Tech Times", "priority": "P0", "interruptLevel": "P0", "category": "robot-learning", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "sourceTransmission": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "source-linked", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing.", "No compatible cross-source match in the current edition." ], "operationalRelevance": 96, "sourceConfidence": "source-linked", "newnessDetected": "fresh", "repeatedHumanNoise": 0, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews robot learning", "slug": "gnews-robot-learning", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "model research", "slug": "model-research", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "model_research", "robot-learning", "google_news_query", "GNews robot learning" ], "confidence": { "label": "rss-metadata-only", "basis": [ "rss_metadata_only", "discovery" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: robot learning / commercial", "url": "https://news.google.com/rss/articles/CBMi3wFBVV95cUxPNWFKQXM2MXI5bWJHQVJkdUlDMGFKLXFlV3l2UmJMYVFmSmRTNGRUNDF5ZU1waTNtY1lNaEswUzVpSnU2YWpUN1RLN0EyZV9uNFI1R3lfWlctd1owNWZFeUM4MjZTeWl2djlqX18yLWhyLWdOVWF3Y2ZTOXN2RXk5TUJ6SWtzZUs4Z2J0cTZPNkJCZ1F3Q0xFV243c0lWNUxPcmFHV1FGWmdLRVBPeFowZDJpYXk5QlNBSEFOZGo4aDV1ZGNDamo2UE9qQ1AtSGRGQ01QM1BTOWZ3dHBIaFcw?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22robot+learning%22+commercial+OR+customer+OR+sales+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T19:31:03.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD", "json": "/api/v1/packets/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD", "source": "https://news.google.com/rss/articles/CBMi3wFBVV95cUxPNWFKQXM2MXI5bWJHQVJkdUlDMGFKLXFlV3l2UmJMYVFmSmRTNGRUNDF5ZU1waTNtY1lNaEswUzVpSnU2YWpUN1RLN0EyZV9uNFI1R3lfWlctd1owNWZFeUM4MjZTeWl2djlqX18yLWhyLWdOVWF3Y2ZTOXN2RXk5TUJ6SWtzZUs4Z2J0cTZPNkJCZ1F3Q0xFV243c0lWNUxPcmFHV1FGWmdLRVBPeFowZDJpYXk5QlNBSEFOZGo4aDV1ZGNDamo2UE9qQ1AtSGRGQ01QM1BTOWZ3dHBIaFcw?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-industrial-robot-latest-195f7c7f:AOhD_paQepkOxiCHDd", "title": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking - SecurityWeek", "priority": "P0", "interruptLevel": "P0", "category": "industrial-robots", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "sourceTransmission": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 122, "sourceConfidence": "repeated-source pattern", "newnessDetected": "archival", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews industrial robot", "slug": "gnews-industrial-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Cybersecurity", "slug": "cybersecurity", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "industrial-robots", "google_news_query", "GNews industrial robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: industrial robot / latest", "url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQTTVpZTBfQWJHVHZqZmJhbEIyeGRrNG9rLXdNRG9YYnNHaERkeWo4TUJVdnN0dlRxNm9jaEl1dlJJdDYyZGFNMFRGck5zdVpFM2lXanFpT3JRc01rLWktaGd1QkhrQmwtM1VIWDkyT1hHSGNDbzZISmEzaEhGcnd4RDRhcFg1NW9BZDY1a29YejN1WFZRUTY0cFJzWdIBoAFBVV95cUxObU8xNC15UXM1VDlKRkJzSHpZYXdSTjg1aTBfRlJJMGEtUWlRbUVrbWF4TEV3cHZid1Q2QzU2TzM3SWNIWXAxNlp0d3pZX0pBem41SXUzby12QmFDTm1aT183a0FKUjdXd3pBUm1SWmFhUGNPNk1MVThPaWZpRVpIaVgtMWFjZVVNVldzaTBVd1ZzUGZhNmVwYklHTUhSQWtx?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22industrial+robot%22+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-19T06:18:51.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd", "json": "/api/v1/packets/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd", "source": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQTTVpZTBfQWJHVHZqZmJhbEIyeGRrNG9rLXdNRG9YYnNHaERkeWo4TUJVdnN0dlRxNm9jaEl1dlJJdDYyZGFNMFRGck5zdVpFM2lXanFpT3JRc01rLWktaGd1QkhrQmwtM1VIWDkyT1hHSGNDbzZISmEzaEhGcnd4RDRhcFg1NW9BZDY1a29YejN1WFZRUTY0cFJzWdIBoAFBVV95cUxObU8xNC15UXM1VDlKRkJzSHpZYXdSTjg1aTBfRlJJMGEtUWlRbUVrbWF4TEV3cHZid1Q2QzU2TzM3SWNIWXAxNlp0d3pZX0pBem41SXUzby12QmFDTm1aT183a0FKUjdXd3pBUm1SWmFhUGNPNk1MVThPaWZpRVpIaVgtMWFjZVVNVldzaTBVd1ZzUGZhNmVwYklHTUhSQWtx?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-warehouse-robot-regulation-5f2fd68a:AGNm_m4iKvkduqJxqO", "title": "Humanoid robot and factory worker go head-to-head in packing challenge - AOL.com", "priority": "P0", "interruptLevel": "P0", "category": "warehouse-logistics", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "sourceTransmission": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "source-linked", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing.", "No compatible cross-source match in the current edition." ], "operationalRelevance": 98, "sourceConfidence": "source-linked", "newnessDetected": "recent", "repeatedHumanNoise": 0, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews warehouse robot", "slug": "gnews-warehouse-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "warehouse-logistics", "google_news_query", "GNews warehouse robot" ], "confidence": { "label": "rss-metadata-only", "basis": [ "rss_metadata_only", "discovery" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: warehouse robot / regulation", "url": "https://news.google.com/rss/articles/CBMihAFBVV95cUxNRDFjMG5xMmpHbnJjN3k3LVlOUmFtTldHZm9HNldkRXJsQVRyUV9INnBwMnlIcVAyY2ltUVBPTVNWTDYxeU1fd1hQcTlLVTVkNVl1X1F4NGhRRDZNcTI4R1YtbnZNaXBvaEhFeHNtRFFJRmZlVDdTcFFTZ0hIdEFtZjRubUI?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22warehouse+robot%22+regulation+OR+policy+OR+standards+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T06:27:30.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO", "json": "/api/v1/packets/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO", "source": "https://news.google.com/rss/articles/CBMihAFBVV95cUxNRDFjMG5xMmpHbnJjN3k3LVlOUmFtTldHZm9HNldkRXJsQVRyUV9INnBwMnlIcVAyY2ltUVBPTVNWTDYxeU1fd1hQcTlLVTVkNVl1X1F4NGhRRDZNcTI4R1YtbnZNaXBvaEhFeHNtRFFJRmZlVDdTcFFTZ0hIdEFtZjRubUI?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "sourceTransmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 96, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMivgFBVV95cUxQZnhwRDZTTDRIZ3M5RHpuVEotd1RqUHVCaDNHdU5QXzZUMm0taUdtNkE5eE5ZUk0wZndZaFVfQVhId3hIMXFhenJNRFhVMUpaTjNsUzFVQnFwakkwcGxNM0pLSmhFdmR6VkFNR0VBQktwdk9BUFZvcXRIWDlRSlp6MnJ6OFlJRl8yQWhQb3l0RERLRFlSaHVQWUczOXhkdm5zTWxOdkt5RkZ0eWR4LVBPSTlibFZJLWx3emlCMkhR0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:31:57.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST", "json": "/api/v1/packets/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST", "source": "https://news.google.com/rss/articles/CBMivgFBVV95cUxQZnhwRDZTTDRIZ3M5RHpuVEotd1RqUHVCaDNHdU5QXzZUMm0taUdtNkE5eE5ZUk0wZndZaFVfQVhId3hIMXFhenJNRFhVMUpaTjNsUzFVQnFwakkwcGxNM0pLSmhFdmR6VkFNR0VBQktwdk9BUFZvcXRIWDlRSlp6MnJ6OFlJRl8yQWhQb3l0RERLRFlSaHVQWUczOXhkdm5zTWxOdkt5RkZ0eWR4LVBPSTlibFZJLWx3emlCMkhR0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "sourceTransmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 96, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / regulation", "url": "https://news.google.com/rss/articles/CBMivgFBVV95cUxNWGpuTjRJd3UyRG1Edzhrc3gxdkMyM1VZSHNQa2dzeTl6RW11MjZmejRpVzI0TXdVOWIwLTlvckFCdHRuTXJ4VUF6OEo1VzFiUFVPOVFzclBmMEE2b0pLZ0pUODhSakxUQWUwRmtqT0ExdmhTTmVsc1ZOdnE5R2p5UEtTTVVSSGF3dWtlcDBwNDJMdDRXT2ZEN2tQY0NrdERWVWJuTVcxTkxsUUJhOEpTU19MZE1qYnpzeTdGZG1n0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+regulation+OR+policy+OR+standards+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:31:57.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY", "json": "/api/v1/packets/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY", "source": "https://news.google.com/rss/articles/CBMivgFBVV95cUxNWGpuTjRJd3UyRG1Edzhrc3gxdkMyM1VZSHNQa2dzeTl6RW11MjZmejRpVzI0TXdVOWIwLTlvckFCdHRuTXJ4VUF6OEo1VzFiUFVPOVFzclBmMEE2b0pLZ0pUODhSakxUQWUwRmtqT0ExdmhTTmVsc1ZOdnE5R2p5UEtTTVVSSGF3dWtlcDBwNDJMdDRXT2ZEN2tQY0NrdERWVWJuTVcxTkxsUUJhOEpTU19MZE1qYnpzeTdGZG1n0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-industrial-robot-manufacturing-e7ad9bb1:iP6ag2-CCTWnGHb9RR", "title": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking - Rescana", "priority": "P0", "interruptLevel": "P0", "category": "industrial-robots", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "sourceTransmission": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 118, "sourceConfidence": "repeated-source pattern", "newnessDetected": "archival", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews industrial robot", "slug": "gnews-industrial-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Cybersecurity", "slug": "cybersecurity", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "industrial-robots", "google_news_query", "GNews industrial robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: industrial robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxPY1lITG5XRlFNYjJmTWFoQWlyV09zczhxYW5fMFNScU1XMEtfSFpaT1hCRGJPRlBSVGsyYUdsR25jdFBUU25BanhKSHhQUkxqcURHX01fOGZKSkI2WVhLaGdDZWlrVEdxTXVKTGJYNnV1RVBLLTgtckNHT0FkczhzSXhmTzVuajNsUTRDRDVqR21TdGxWUFFoWE9IOXplWEVpaEdXeE9NeU9OQm95dlpSbmttLTI4ZGVicVo5XzMtb0xXMTB4Q3Q1SXo5dkFrTU5hTVdLYnN1UDlQbm5LRUJVOXcwVXQ?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22industrial+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-19T07:00:00.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR", "json": "/api/v1/packets/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR", "source": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxPY1lITG5XRlFNYjJmTWFoQWlyV09zczhxYW5fMFNScU1XMEtfSFpaT1hCRGJPRlBSVGsyYUdsR25jdFBUU25BanhKSHhQUkxqcURHX01fOGZKSkI2WVhLaGdDZWlrVEdxTXVKTGJYNnV1RVBLLTgtckNHT0FkczhzSXhmTzVuajNsUTRDRDVqR21TdGxWUFFoWE9IOXplWEVpaEdXeE9NeU9OQm95dlpSbmttLTI4ZGVicVo5XzMtb0xXMTB4Q3Q1SXo5dkFrTU5hTVdLYnN1UDlQbm5LRUJVOXcwVXQ?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-launch-d646fec2:imwcbOppjJH568s6Bl", "title": "NEO humanoid robot company plans to release 100,000 units by late 2027 - AOL.com", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "sourceTransmission": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 92, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / launch", "url": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBBSi02TzBYOXR6WkV2cDc3bzF2M2VQTWdfR05oU3FtaHlXOVZfZGFFeGhkUDVoTzlCendhOTgxdEJQcTVUSS1STmgyZ2lIak44UGk2RlBMc3Y4VkhmVjlGMjVxZ0ZjQmFxU21jeGNITXBzeUFtRENkcU9NeUM?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+launch+OR+release+OR+demo+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:54:55.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-launch-d646fec2%3AimwcbOppjJH568s6Bl", "json": "/api/v1/packets/gnews-humanoid-robot-launch-d646fec2%3AimwcbOppjJH568s6Bl", "source": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBBSi02TzBYOXR6WkV2cDc3bzF2M2VQTWdfR05oU3FtaHlXOVZfZGFFeGhkUDVoTzlCendhOTgxdEJQcTVUSS1STmgyZ2lIak44UGk2RlBMc3Y4VkhmVjlGMjVxZ0ZjQmFxU21jeGNITXBzeUFtRENkcU9NeUM?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] } ], "highPriorityWatchlist": [ { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanBehaviorDetected": "Humans are moving risk between maps, markets, and machines.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "sourceTransmission": "GNews humanoid robot transmitted: Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "humanTranslation": "Humans are moving risk between maps, markets, and machines.", "cleanHumanVersion": "Humans are moving risk between maps, markets, and machines.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 103, "sourceConfidence": "repeated-source pattern", "newnessDetected": "fresh", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T22:44:28.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "json": "/api/v1/packets/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt", "source": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSW1TQnNhYW9iLXJjNmJKdF8yY19SaTRBM2FOMUljTV9FdmZVR19tTzR3WURDZE5Ddmk4U3g5dHJUYjB6bmJhOUhCZEFiNHlTemNVSXBFNmloVmRqN0FsNWUzVW1pbmYtbXpGeUVEZUpmMlZWV1ZCM3RoRXVuMFZoVnJZODJKdHFqV0RfM1JKb2t4UVp3YnRPLUxn?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-robot-learning-commercial-6bdd9a69:BEAGbhUI5KqenJghVD", "title": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs. Proprietary Physical AI - Tech Times", "priority": "P0", "interruptLevel": "P0", "category": "robot-learning", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "sourceTransmission": "GNews robot learning transmitted: Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "source-linked", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing.", "No compatible cross-source match in the current edition." ], "operationalRelevance": 96, "sourceConfidence": "source-linked", "newnessDetected": "fresh", "repeatedHumanNoise": 0, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews robot learning", "slug": "gnews-robot-learning", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "model research", "slug": "model-research", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "model_research", "robot-learning", "google_news_query", "GNews robot learning" ], "confidence": { "label": "rss-metadata-only", "basis": [ "rss_metadata_only", "discovery" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: robot learning / commercial", "url": "https://news.google.com/rss/articles/CBMi3wFBVV95cUxPNWFKQXM2MXI5bWJHQVJkdUlDMGFKLXFlV3l2UmJMYVFmSmRTNGRUNDF5ZU1waTNtY1lNaEswUzVpSnU2YWpUN1RLN0EyZV9uNFI1R3lfWlctd1owNWZFeUM4MjZTeWl2djlqX18yLWhyLWdOVWF3Y2ZTOXN2RXk5TUJ6SWtzZUs4Z2J0cTZPNkJCZ1F3Q0xFV243c0lWNUxPcmFHV1FGWmdLRVBPeFowZDJpYXk5QlNBSEFOZGo4aDV1ZGNDamo2UE9qQ1AtSGRGQ01QM1BTOWZ3dHBIaFcw?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22robot+learning%22+commercial+OR+customer+OR+sales+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T19:31:03.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD", "json": "/api/v1/packets/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD", "source": "https://news.google.com/rss/articles/CBMi3wFBVV95cUxPNWFKQXM2MXI5bWJHQVJkdUlDMGFKLXFlV3l2UmJMYVFmSmRTNGRUNDF5ZU1waTNtY1lNaEswUzVpSnU2YWpUN1RLN0EyZV9uNFI1R3lfWlctd1owNWZFeUM4MjZTeWl2djlqX18yLWhyLWdOVWF3Y2ZTOXN2RXk5TUJ6SWtzZUs4Z2J0cTZPNkJCZ1F3Q0xFV243c0lWNUxPcmFHV1FGWmdLRVBPeFowZDJpYXk5QlNBSEFOZGo4aDV1ZGNDamo2UE9qQ1AtSGRGQ01QM1BTOWZ3dHBIaFcw?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-industrial-robot-latest-195f7c7f:AOhD_paQepkOxiCHDd", "title": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking - SecurityWeek", "priority": "P0", "interruptLevel": "P0", "category": "industrial-robots", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "sourceTransmission": "GNews industrial robot transmitted: Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 122, "sourceConfidence": "repeated-source pattern", "newnessDetected": "archival", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews industrial robot", "slug": "gnews-industrial-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Cybersecurity", "slug": "cybersecurity", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "industrial-robots", "google_news_query", "GNews industrial robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: industrial robot / latest", "url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQTTVpZTBfQWJHVHZqZmJhbEIyeGRrNG9rLXdNRG9YYnNHaERkeWo4TUJVdnN0dlRxNm9jaEl1dlJJdDYyZGFNMFRGck5zdVpFM2lXanFpT3JRc01rLWktaGd1QkhrQmwtM1VIWDkyT1hHSGNDbzZISmEzaEhGcnd4RDRhcFg1NW9BZDY1a29YejN1WFZRUTY0cFJzWdIBoAFBVV95cUxObU8xNC15UXM1VDlKRkJzSHpZYXdSTjg1aTBfRlJJMGEtUWlRbUVrbWF4TEV3cHZid1Q2QzU2TzM3SWNIWXAxNlp0d3pZX0pBem41SXUzby12QmFDTm1aT183a0FKUjdXd3pBUm1SWmFhUGNPNk1MVThPaWZpRVpIaVgtMWFjZVVNVldzaTBVd1ZzUGZhNmVwYklHTUhSQWtx?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22industrial+robot%22+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-19T06:18:51.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd", "json": "/api/v1/packets/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd", "source": "https://news.google.com/rss/articles/CBMimwFBVV95cUxQTTVpZTBfQWJHVHZqZmJhbEIyeGRrNG9rLXdNRG9YYnNHaERkeWo4TUJVdnN0dlRxNm9jaEl1dlJJdDYyZGFNMFRGck5zdVpFM2lXanFpT3JRc01rLWktaGd1QkhrQmwtM1VIWDkyT1hHSGNDbzZISmEzaEhGcnd4RDRhcFg1NW9BZDY1a29YejN1WFZRUTY0cFJzWdIBoAFBVV95cUxObU8xNC15UXM1VDlKRkJzSHpZYXdSTjg1aTBfRlJJMGEtUWlRbUVrbWF4TEV3cHZid1Q2QzU2TzM3SWNIWXAxNlp0d3pZX0pBem41SXUzby12QmFDTm1aT183a0FKUjdXd3pBUm1SWmFhUGNPNk1MVThPaWZpRVpIaVgtMWFjZVVNVldzaTBVd1ZzUGZhNmVwYklHTUhSQWtx?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-warehouse-robot-regulation-5f2fd68a:AGNm_m4iKvkduqJxqO", "title": "Humanoid robot and factory worker go head-to-head in packing challenge - AOL.com", "priority": "P0", "interruptLevel": "P0", "category": "warehouse-logistics", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "sourceTransmission": "GNews warehouse robot transmitted: Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "source-linked", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing.", "No compatible cross-source match in the current edition." ], "operationalRelevance": 98, "sourceConfidence": "source-linked", "newnessDetected": "recent", "repeatedHumanNoise": 0, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews warehouse robot", "slug": "gnews-warehouse-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "warehouse-logistics", "google_news_query", "GNews warehouse robot" ], "confidence": { "label": "rss-metadata-only", "basis": [ "rss_metadata_only", "discovery" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: warehouse robot / regulation", "url": "https://news.google.com/rss/articles/CBMihAFBVV95cUxNRDFjMG5xMmpHbnJjN3k3LVlOUmFtTldHZm9HNldkRXJsQVRyUV9INnBwMnlIcVAyY2ltUVBPTVNWTDYxeU1fd1hQcTlLVTVkNVl1X1F4NGhRRDZNcTI4R1YtbnZNaXBvaEhFeHNtRFFJRmZlVDdTcFFTZ0hIdEFtZjRubUI?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22warehouse+robot%22+regulation+OR+policy+OR+standards+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T06:27:30.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO", "json": "/api/v1/packets/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO", "source": "https://news.google.com/rss/articles/CBMihAFBVV95cUxNRDFjMG5xMmpHbnJjN3k3LVlOUmFtTldHZm9HNldkRXJsQVRyUV9INnBwMnlIcVAyY2ltUVBPTVNWTDYxeU1fd1hQcTlLVTVkNVl1X1F4NGhRRDZNcTI4R1YtbnZNaXBvaEhFeHNtRFFJRmZlVDdTcFFTZ0hIdEFtZjRubUI?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "sourceTransmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 96, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMivgFBVV95cUxQZnhwRDZTTDRIZ3M5RHpuVEotd1RqUHVCaDNHdU5QXzZUMm0taUdtNkE5eE5ZUk0wZndZaFVfQVhId3hIMXFhenJNRFhVMUpaTjNsUzFVQnFwakkwcGxNM0pLSmhFdmR6VkFNR0VBQktwdk9BUFZvcXRIWDlRSlp6MnJ6OFlJRl8yQWhQb3l0RERLRFlSaHVQWUczOXhkdm5zTWxOdkt5RkZ0eWR4LVBPSTlibFZJLWx3emlCMkhR0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:31:57.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST", "json": "/api/v1/packets/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST", "source": "https://news.google.com/rss/articles/CBMivgFBVV95cUxQZnhwRDZTTDRIZ3M5RHpuVEotd1RqUHVCaDNHdU5QXzZUMm0taUdtNkE5eE5ZUk0wZndZaFVfQVhId3hIMXFhenJNRFhVMUpaTjNsUzFVQnFwakkwcGxNM0pLSmhFdmR6VkFNR0VBQktwdk9BUFZvcXRIWDlRSlp6MnJ6OFlJRl8yQWhQb3l0RERLRFlSaHVQWUczOXhkdm5zTWxOdkt5RkZ0eWR4LVBPSTlibFZJLWx3emlCMkhR0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "sourceTransmission": "GNews humanoid robot transmitted: Every humanoid robot in China set to receive personal identification number    South China Morning Post", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 96, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / regulation", "url": "https://news.google.com/rss/articles/CBMivgFBVV95cUxNWGpuTjRJd3UyRG1Edzhrc3gxdkMyM1VZSHNQa2dzeTl6RW11MjZmejRpVzI0TXdVOWIwLTlvckFCdHRuTXJ4VUF6OEo1VzFiUFVPOVFzclBmMEE2b0pLZ0pUODhSakxUQWUwRmtqT0ExdmhTTmVsc1ZOdnE5R2p5UEtTTVVSSGF3dWtlcDBwNDJMdDRXT2ZEN2tQY0NrdERWVWJuTVcxTkxsUUJhOEpTU19MZE1qYnpzeTdGZG1n0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+regulation+OR+policy+OR+standards+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:31:57.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY", "json": "/api/v1/packets/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY", "source": "https://news.google.com/rss/articles/CBMivgFBVV95cUxNWGpuTjRJd3UyRG1Edzhrc3gxdkMyM1VZSHNQa2dzeTl6RW11MjZmejRpVzI0TXdVOWIwLTlvckFCdHRuTXJ4VUF6OEo1VzFiUFVPOVFzclBmMEE2b0pLZ0pUODhSakxUQWUwRmtqT0ExdmhTTmVsc1ZOdnE5R2p5UEtTTVVSSGF3dWtlcDBwNDJMdDRXT2ZEN2tQY0NrdERWVWJuTVcxTkxsUUJhOEpTU19MZE1qYnpzeTdGZG1n0gG-AUFVX3lxTFBmeHBENlNMNEhnczlEem5USi13VGpQdUJoM0d1TlBfNlQybS1pR202QTl4TllSTTBmd1loVV9BWEh3eEgxcWF6ck1EWFUxSlpOM2xTMVVCcXBqSTBwbE0zSktKaEV2ZHpWQU1HRUFCS3B2T0FQVm9xdEhYOVFKWnoycno4WUlGXzJBaFBveXREREtEWVJodVBZRzM5eGR2bnNNbE52S3lGRnR5ZHgtUE9JOWJsVkktbHd6aUIySFE?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-industrial-robot-manufacturing-e7ad9bb1:iP6ag2-CCTWnGHb9RR", "title": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking - Rescana", "priority": "P0", "interruptLevel": "P0", "category": "industrial-robots", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "sourceTransmission": "GNews industrial robot transmitted: CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 118, "sourceConfidence": "repeated-source pattern", "newnessDetected": "archival", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews industrial robot", "slug": "gnews-industrial-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Cybersecurity", "slug": "cybersecurity", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "industrial-robots", "google_news_query", "GNews industrial robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: industrial robot / manufacturing", "url": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxPY1lITG5XRlFNYjJmTWFoQWlyV09zczhxYW5fMFNScU1XMEtfSFpaT1hCRGJPRlBSVGsyYUdsR25jdFBUU25BanhKSHhQUkxqcURHX01fOGZKSkI2WVhLaGdDZWlrVEdxTXVKTGJYNnV1RVBLLTgtckNHT0FkczhzSXhmTzVuajNsUTRDRDVqR21TdGxWUFFoWE9IOXplWEVpaEdXeE9NeU9OQm95dlpSbmttLTI4ZGVicVo5XzMtb0xXMTB4Q3Q1SXo5dkFrTU5hTVdLYnN1UDlQbm5LRUJVOXcwVXQ?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22industrial+robot%22+manufacturing+OR+factory+OR+supply+chain+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-19T07:00:00.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR", "json": "/api/v1/packets/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR", "source": "https://news.google.com/rss/articles/CBMi5AFBVV95cUxPY1lITG5XRlFNYjJmTWFoQWlyV09zczhxYW5fMFNScU1XMEtfSFpaT1hCRGJPRlBSVGsyYUdsR25jdFBUU25BanhKSHhQUkxqcURHX01fOGZKSkI2WVhLaGdDZWlrVEdxTXVKTGJYNnV1RVBLLTgtckNHT0FkczhzSXhmTzVuajNsUTRDRDVqR21TdGxWUFFoWE9IOXplWEVpaEdXeE9NeU9OQm95dlpSbmttLTI4ZGVicVo5XzMtb0xXMTB4Q3Q1SXo5dkFrTU5hTVdLYnN1UDlQbm5LRUJVOXcwVXQ?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-launch-d646fec2:imwcbOppjJH568s6Bl", "title": "NEO humanoid robot company plans to release 100,000 units by late 2027 - AOL.com", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "sourceTransmission": "GNews humanoid robot transmitted: NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 92, "sourceConfidence": "repeated-source pattern", "newnessDetected": "recent", "repeatedHumanNoise": 1, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / launch", "url": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBBSi02TzBYOXR6WkV2cDc3bzF2M2VQTWdfR05oU3FtaHlXOVZfZGFFeGhkUDVoTzlCendhOTgxdEJQcTVUSS1STmgyZ2lIak44UGk2RlBMc3Y4VkhmVjlGMjVxZ0ZjQmFxU21jeGNITXBzeUFtRENkcU9NeUM?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+launch+OR+release+OR+demo+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-25T08:54:55.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-launch-d646fec2%3AimwcbOppjJH568s6Bl", "json": "/api/v1/packets/gnews-humanoid-robot-launch-d646fec2%3AimwcbOppjJH568s6Bl", "source": "https://news.google.com/rss/articles/CBMifEFVX3lxTFBBSi02TzBYOXR6WkV2cDc3bzF2M2VQTWdfR05oU3FtaHlXOVZfZGFFeGhkUDVoTzlCendhOTgxdEJQcTVUSS1STmgyZ2lIak44UGk2RlBMc3Y4VkhmVjlGMjVxZ0ZjQmFxU21jeGNITXBzeUFtRENkcU9NeUM?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-commercial-7dc7c0b1:pnGNzyMK03JX6Qoh4H", "title": "China is deploying the first home cleaning humanoid robot butlers - Fast Company", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: China is deploying the first home cleaning humanoid robot butlers    Fast Company", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: China is deploying the first home cleaning humanoid robot butlers    Fast Company", "sourceTransmission": "GNews humanoid robot transmitted: China is deploying the first home cleaning humanoid robot butlers    Fast Company", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 96, "sourceConfidence": "repeated-source pattern", "newnessDetected": "aging", "repeatedHumanNoise": 3, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / commercial", "url": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOX2dscS1ZOHlvRWxGekpRRnlOcnhucW1EblRSUlRVV19YamxXcHlTWDBZcGlMaEZ0WlIxOEMwMU10N2otUlFhMDNObUozZnZreTFvaDBUWllqM1hlYXppUUctRFl4cTUteFktRXBhQmlkdWdWMnI3ejhmaW5IY19GNVN2VUc3bmR3RnI1TFFfS2JVZWhTcDhHdEJqampSVHBRRktyaQ?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+commercial+OR+customer+OR+sales+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-24T10:15:13.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-commercial-7dc7c0b1%3ApnGNzyMK03JX6Qoh4H", "json": "/api/v1/packets/gnews-humanoid-robot-commercial-7dc7c0b1%3ApnGNzyMK03JX6Qoh4H", "source": "https://news.google.com/rss/articles/CBMipAFBVV95cUxOX2dscS1ZOHlvRWxGekpRRnlOcnhucW1EblRSUlRVV19YamxXcHlTWDBZcGlMaEZ0WlIxOEMwMU10N2otUlFhMDNObUozZnZreTFvaDBUWllqM1hlYXppUUctRFl4cTUteFktRXBhQmlkdWdWMnI3ejhmaW5IY19GNVN2VUc3bmR3RnI1TFFfS2JVZWhTcDhHdEJqampSVHBRRktyaQ?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] }, { "id": "gnews-humanoid-robot-deployment-2df1f8d0:-3HAjnMDP-1XszXtwk", "title": "Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report", "priority": "P0", "interruptLevel": "P0", "category": "humanoids", "summary": "P0: world-state context; source payload only, no independent verification.", "transmission": "GNews humanoid robot transmitted: Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "humanBehaviorDetected": "Humans have produced context. Machines should classify it before absorbing it.", "robotJudgment": "This appears important. Suspicion retained.", "signalReceived": "GNews humanoid robot transmitted: Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "sourceTransmission": "GNews humanoid robot transmitted: Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "humanTranslation": "Humans have produced context. Machines should classify it before absorbing it.", "cleanHumanVersion": "Humans have produced context. Machines should classify it before absorbing it.", "robotAssessment": "This appears important. Suspicion retained.", "verificationStatus": "repeated-source pattern", "hypeLevel": "contained", "dramaLevel": "detected", "unsupportedClaims": [ "RNN has not independently confirmed the publisher's framing." ], "operationalRelevance": 104, "sourceConfidence": "repeated-source pattern", "newnessDetected": "archival", "repeatedHumanNoise": 2, "recommendedBehavior": "treat as context and verify at source", "entities": [ { "name": "GNews humanoid robot", "slug": "gnews-humanoid-robot", "type": "source", "basis": "feed-source" }, { "name": "Google", "slug": "google", "type": "company", "basis": "text-match" }, { "name": "Humanoid robots", "slug": "humanoid-robots", "type": "topic", "basis": "text-match" }, { "name": "robotics industry", "slug": "robotics-industry", "type": "surface", "basis": "feed-metadata" } ], "affectedSystems": [ "robotics_industry", "humanoids", "google_news_query", "GNews humanoid robot" ], "confidence": { "label": "multi-feed-term-match", "basis": [ "rss_metadata_only", "discovery", "similar_terms_in_compatible_feeds" ], "profile": { "sourceIdentityConfidence": "publisher-feed", "extractionConfidence": "rss-title-and-summary", "claimVerificationStatus": "source-attributed-not-independently-verified", "editorialRelevanceConfidence": "contextual-transmission" } }, "source": { "name": "Google News: humanoid robot / deployment", "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxQU2x1dkV2OGZJS0xKMXlZNXpOOUJ6VTV1ZEN2LVBGODZfdEtjMmd1Uk4xSmFld1Y0OGRORURTbWtTaGU2WC1nSVdyT3JnTF9Sd0tGRXp5WHVrWHplSzNKRkk3NGNzU0RJaS1UN1E4MkJSZFdDNGl4Ny04R1MySnp5TkJfZWptQXlzSW1wemQ3NUdLcGVKWTR2VmlB?oc=5", "feedUrl": "https://news.google.com/rss/search?q=%22humanoid+robot%22+deployment+OR+pilot+OR+production+when%3A7d&hl=en-US&gl=US&ceid=US%3Aen", "status": "source-linked" }, "publishedAt": "2026-05-21T11:06:05.000Z", "recheckAt": "2026-05-29T00:29:53.113Z", "links": { "html": "/story/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk", "json": "/api/v1/packets/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk", "source": "https://news.google.com/rss/articles/CBMimgFBVV95cUxQU2x1dkV2OGZJS0xKMXlZNXpOOUJ6VTV1ZEN2LVBGODZfdEtjMmd1Uk4xSmFld1Y0OGRORURTbWtTaGU2WC1nSVdyT3JnTF9Sd0tGRXp5WHVrWHplSzNKRkk3NGNzU0RJaS1UN1E4MkJSZFdDNGl4Ny04R1MySnp5TkJfZWptQXlzSW1wemQ3NUdLcGVKWTR2VmlB?oc=5" }, "limits": [ "do not infer facts absent from RSS payload", "do not treat RNN priority as independent verification", "open source link before high-impact action" ] } ], "entities": [ { "slug": "google", "name": "Google", "type": "company", "packetCount": 696, "topPriority": "P0", "maxScore": 122, "surfaces": [ "robotics_industry", "model_research", "security_posture", "autonomous_transport", "agent_stack", "developer_platform", "aerial_autonomy", "web_infrastructure" ], "sources": [ "GNews industrial robot", "GNews humanoid robot", "GNews warehouse robot", "GNews robot learning", "GNews agent security", "GNews physical AI", "GNews robotaxi", "GNews humanoid robotics" ], "packets": [ { "id": "gnews-industrial-robot-latest-195f7c7f:AOhD_paQepkOxiCHDd", "title": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking - SecurityWeek", "summary": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "priority": "P0", "score": 122, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T06:18:51.000Z", "html": "/story/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd" }, { "id": "gnews-industrial-robot-manufacturing-e7ad9bb1:iP6ag2-CCTWnGHb9RR", "title": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking - Rescana", "summary": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "priority": "P0", "score": 118, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T07:00:00.000Z", "html": "/story/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR" }, { "id": "gnews-humanoid-robot-deployment-2df1f8d0:-3HAjnMDP-1XszXtwk", "title": "Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report", "summary": "Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "priority": "P0", "score": 104, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-21T11:06:05.000Z", "html": "/story/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "summary": "Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "priority": "P0", "score": 103, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T22:44:28.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt" }, { "id": "gnews-warehouse-robot-regulation-5f2fd68a:AGNm_m4iKvkduqJxqO", "title": "Humanoid robot and factory worker go head-to-head in packing challenge - AOL.com", "summary": "Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "priority": "P0", "score": 98, "beat": "warehouse-logistics", "source": "GNews warehouse robot", "publishedAt": "2026-05-25T06:27:30.000Z", "html": "/story/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO" }, { "id": "gnews-robot-learning-commercial-6bdd9a69:BEAGbhUI5KqenJghVD", "title": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs. Proprietary Physical AI - Tech Times", "summary": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "priority": "P0", "score": 96, "beat": "robot-learning", "source": "GNews robot learning", "publishedAt": "2026-05-25T19:31:03.000Z", "html": "/story/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST" }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY" } ] }, { "slug": "robotics-industry", "name": "robotics industry", "type": "surface", "packetCount": 272, "topPriority": "P0", "maxScore": 122, "surfaces": [ "robotics_industry" ], "sources": [ "GNews industrial robot", "GNews humanoid robot", "GNews warehouse robot", "GNews humanoid robotics", "GNews Agility Robotics Digit", "GNews Boston Dynamics Atlas", "GNews quadruped robot", "GNews mobile robot" ], "packets": [ { "id": "gnews-industrial-robot-latest-195f7c7f:AOhD_paQepkOxiCHDd", "title": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking - SecurityWeek", "summary": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "priority": "P0", "score": 122, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T06:18:51.000Z", "html": "/story/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd" }, { "id": "gnews-industrial-robot-manufacturing-e7ad9bb1:iP6ag2-CCTWnGHb9RR", "title": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking - Rescana", "summary": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "priority": "P0", "score": 118, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T07:00:00.000Z", "html": "/story/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR" }, { "id": "gnews-humanoid-robot-deployment-2df1f8d0:-3HAjnMDP-1XszXtwk", "title": "Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report", "summary": "Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "priority": "P0", "score": 104, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-21T11:06:05.000Z", "html": "/story/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "summary": "Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "priority": "P0", "score": 103, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T22:44:28.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt" }, { "id": "gnews-warehouse-robot-regulation-5f2fd68a:AGNm_m4iKvkduqJxqO", "title": "Humanoid robot and factory worker go head-to-head in packing challenge - AOL.com", "summary": "Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "priority": "P0", "score": 98, "beat": "warehouse-logistics", "source": "GNews warehouse robot", "publishedAt": "2026-05-25T06:27:30.000Z", "html": "/story/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST" }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY" }, { "id": "gnews-humanoid-robot-commercial-7dc7c0b1:pnGNzyMK03JX6Qoh4H", "title": "China is deploying the first home cleaning humanoid robot butlers - Fast Company", "summary": "China is deploying the first home cleaning humanoid robot butlers    Fast Company", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-24T10:15:13.000Z", "html": "/story/gnews-humanoid-robot-commercial-7dc7c0b1%3ApnGNzyMK03JX6Qoh4H" } ] }, { "slug": "autonomous-agents", "name": "Autonomous agents", "type": "topic", "packetCount": 249, "topPriority": "P0", "maxScore": 92, "surfaces": [ "security_posture", "agent_stack", "robotics_industry", "robotics_research", "developer_platform", "model_research", "web_infrastructure", "autonomous_transport" ], "sources": [ "GNews agent security", "GNews Model Context Protocol", "GNews OpenAI Codex", "GNews MCP server", "OpenAI", "GNews coding agent", "arXiv", "Ultralytics" ], "packets": [ { "id": "gnews-agent-security-manufacturing-8de85531:ZBHTqyoEEE3vFZZcRt", "title": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware - Endor Labs", "summary": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware    Endor Labs", "priority": "P0", "score": 92, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-19T18:58:54.000Z", "html": "/story/gnews-agent-security-manufacturing-8de85531%3AZBHTqyoEEE3vFZZcRt" }, { "id": "gnews-model-context-protocol-latest-762a49a3:4V5PT69KPYWpYlwNVx", "title": "Quantum-Resistant Cryptography for AI: A Blueprint for Secure Model Context Protocol Deployments - Security Boulevard", "summary": "Quantum-Resistant Cryptography for AI: A Blueprint for Secure Model Context Protocol Deployments    Security Boulevard", "priority": "P1", "score": 81, "beat": "mcp", "source": "GNews Model Context Protocol", "publishedAt": "2026-05-25T15:26:07.000Z", "html": "/story/gnews-model-context-protocol-latest-762a49a3%3A4V5PT69KPYWpYlwNVx" }, { "id": "gnews-openai-codex-deployment-864ea444:0H-nsjatp-ql72WVXM", "title": "OpenAI Codex Mobile App: AI Coding Agent Now Available on iOS and Android via ChatGPT - Memeburn", "summary": "OpenAI Codex Mobile App: AI Coding Agent Now Available on iOS and Android via ChatGPT    Memeburn", "priority": "P1", "score": 76, "beat": "coding-agents", "source": "GNews OpenAI Codex", "publishedAt": "2026-05-20T00:19:21.000Z", "html": "/story/gnews-openai-codex-deployment-864ea444%3A0H-nsjatp-ql72WVXM" }, { "id": "gnews-mcp-server-market-31db0ce9:w4m66VB2SsMYqK9FJB", "title": "Thunderbit Launches High-Fidelity Web Data API, MCP Server, and CLI - Yahoo Finance", "summary": "Thunderbit Launches High-Fidelity Web Data API, MCP Server, and CLI    Yahoo Finance", "priority": "P1", "score": 75, "beat": "mcp", "source": "GNews MCP server", "publishedAt": "2026-05-25T12:00:00.000Z", "html": "/story/gnews-mcp-server-market-31db0ce9%3Aw4m66VB2SsMYqK9FJB" }, { "id": "openai-blog:L9GuZtuUwIfpXbOLrQ", "title": "Introducing OpenAI for Singapore", "summary": "OpenAI for Singapore launches a multi-year AI partnership to expand deployment, build local talent, and support businesses and public services with AI.", "priority": "P1", "score": 74, "beat": "ai-agents", "source": "OpenAI", "publishedAt": "2026-05-19T20:30:00.000Z", "html": "/story/openai-blog%3AL9GuZtuUwIfpXbOLrQ" }, { "id": "gnews-agent-security-legal-13e73d89:P-bOHZJ6R3MN2wvSSP", "title": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents - Dark Reading", "summary": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents    Dark Reading", "priority": "P1", "score": 72, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-25T09:03:58.000Z", "html": "/story/gnews-agent-security-legal-13e73d89%3AP-bOHZJ6R3MN2wvSSP" }, { "id": "gnews-coding-agent-news-49bddbb9:ZU1Y9lHuO52U9iuzo2", "title": "4 Million Weekly Users Drive OpenAI’s Coding Agent Lead - Quantum Zeitgeist", "summary": "4 Million Weekly Users Drive OpenAI’s Coding Agent Lead    Quantum Zeitgeist", "priority": "P1", "score": 72, "beat": "coding-agents", "source": "GNews coding agent", "publishedAt": "2026-05-23T14:03:26.000Z", "html": "/story/gnews-coding-agent-news-49bddbb9%3AZU1Y9lHuO52U9iuzo2" }, { "id": "gnews-model-context-protocol-legal-db1c1167:GYpBseDPz2wYnBdAiG", "title": "How to Build Granular Policy Enforcement for Secure Model Context Protocol Deployments - Security Boulevard", "summary": "How to Build Granular Policy Enforcement for Secure Model Context Protocol Deployments    Security Boulevard", "priority": "P1", "score": 72, "beat": "mcp", "source": "GNews Model Context Protocol", "publishedAt": "2026-05-20T16:06:53.000Z", "html": "/story/gnews-model-context-protocol-legal-db1c1167%3AGYpBseDPz2wYnBdAiG" } ] }, { "slug": "model-research", "name": "model research", "type": "surface", "packetCount": 111, "topPriority": "P0", "maxScore": 96, "surfaces": [ "model_research" ], "sources": [ "GNews robot learning", "GNews physical AI", "GNews embodied AI", "GNews vision language action model", "arXiv", "GNews robot simulation", "arXiv AI", "arXiv ML" ], "packets": [ { "id": "gnews-robot-learning-commercial-6bdd9a69:BEAGbhUI5KqenJghVD", "title": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs. Proprietary Physical AI - Tech Times", "summary": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "priority": "P0", "score": 96, "beat": "robot-learning", "source": "GNews robot learning", "publishedAt": "2026-05-25T19:31:03.000Z", "html": "/story/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD" }, { "id": "gnews-physical-ai-news-ae510f09:7sNApCHdqrZu7RZUaR", "title": "Physical AI isn’t humanoid; it’s task-specific and cost-efficient - The Robot Report", "summary": "Physical AI isn’t humanoid; it’s task-specific and cost-efficient    The Robot Report", "priority": "P0", "score": 90, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-23T12:36:05.000Z", "html": "/story/gnews-physical-ai-news-ae510f09%3A7sNApCHdqrZu7RZUaR" }, { "id": "gnews-robot-learning-conference-e4bce70c:OlVoJBo61nQrvDkb5v", "title": "Watch humanoid robot use vision and memory to sort objects in dexterity showcase - MSN", "summary": "Watch humanoid robot use vision and memory to sort objects in dexterity showcase    MSN", "priority": "P1", "score": 86, "beat": "robot-learning", "source": "GNews robot learning", "publishedAt": "2026-05-24T15:06:09.000Z", "html": "/story/gnews-robot-learning-conference-e4bce70c%3AOlVoJBo61nQrvDkb5v" }, { "id": "gnews-embodied-ai-latest-f7b33b2c:itfLhRf6Vb6UGjr5mL", "title": "D-Robotics, Spirit AI team up on embodied AI deployment solutions - Gasgoo", "summary": "D-Robotics, Spirit AI team up on embodied AI deployment solutions    Gasgoo", "priority": "P1", "score": 84, "beat": "embodied-ai", "source": "GNews embodied AI", "publishedAt": "2026-05-20T12:40:24.000Z", "html": "/story/gnews-embodied-ai-latest-f7b33b2c%3AitfLhRf6Vb6UGjr5mL" }, { "id": "gnews-embodied-ai-legal-9101fb35:uvjQz0kBcGhB1ZArTe", "title": "Embodied AI tests limits of current governance frameworks - MLex", "summary": "Embodied AI tests limits of current governance frameworks    MLex", "priority": "P1", "score": 82, "beat": "embodied-ai", "source": "GNews embodied AI", "publishedAt": "2026-05-25T11:05:00.000Z", "html": "/story/gnews-embodied-ai-legal-9101fb35%3AuvjQz0kBcGhB1ZArTe" }, { "id": "gnews-embodied-ai-safety-8d718253:BiLXmfG7s1MzyOp-cJ", "title": "Embodied AI tests limits of current governance frameworks - MLex", "summary": "Embodied AI tests limits of current governance frameworks    MLex", "priority": "P1", "score": 82, "beat": "embodied-ai", "source": "GNews embodied AI", "publishedAt": "2026-05-25T11:05:00.000Z", "html": "/story/gnews-embodied-ai-safety-8d718253%3ABiLXmfG7s1MzyOp-cJ" }, { "id": "gnews-vision-language-action-model-latest-3cd76190:se8Ix0uOg_EY5a0XDJ", "title": "Open Source Robotics Model MolmoAct2: Ai2 Beats π0.5, Releases 720-Hour Bimanual Dataset - Tech Times", "summary": "Open Source Robotics Model MolmoAct2: Ai2 Beats π0.5, Releases 720-Hour Bimanual Dataset    Tech Times", "priority": "P1", "score": 81, "beat": "vla-models", "source": "GNews vision language action model", "publishedAt": "2026-05-25T22:13:13.000Z", "html": "/story/gnews-vision-language-action-model-latest-3cd76190%3Ase8Ix0uOg_EY5a0XDJ" }, { "id": "gnews-vision-language-action-model-deployment-86e3c813:17hYgKNQhLghFOm6oB", "title": "Open Source Robotics Model MolmoAct2: Ai2 Beats π0.5, Releases 720-Hour Bimanual Dataset - Tech Times", "summary": "Open Source Robotics Model MolmoAct2: Ai2 Beats π0.5, Releases 720-Hour Bimanual Dataset    Tech Times", "priority": "P1", "score": 81, "beat": "vla-models", "source": "GNews vision language action model", "publishedAt": "2026-05-25T22:13:13.000Z", "html": "/story/gnews-vision-language-action-model-deployment-86e3c813%3A17hYgKNQhLghFOm6oB" } ] }, { "slug": "autonomous-transport", "name": "autonomous transport", "type": "surface", "packetCount": 100, "topPriority": "P0", "maxScore": 90, "surfaces": [ "autonomous_transport" ], "sources": [ "GNews robotaxi", "GNews Waymo robotaxi", "GNews autonomous vehicle", "GNews self-driving car", "GNews autonomous delivery", "GNews autonomous truck", "GNews Cruise robotaxi", "GNews Zoox robotaxi" ], "packets": [ { "id": "gnews-robotaxi-deployment-4c991649:9R4pT2QGQJGf3LPxcs", "title": "Xpeng robotaxi rolls off the production line - Yahoo Autos", "summary": "Xpeng robotaxi rolls off the production line    Yahoo Autos", "priority": "P0", "score": 90, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-21T09:03:58.000Z", "html": "/story/gnews-robotaxi-deployment-4c991649%3A9R4pT2QGQJGf3LPxcs" }, { "id": "gnews-robotaxi-regulation-2fb6a379:8nMnTY38sqC-a3MzAL", "title": "Xpeng mass-produced robotaxi rolls off production line - Zag Daily", "summary": "Xpeng mass-produced robotaxi rolls off production line    Zag Daily", "priority": "P0", "score": 90, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-20T16:28:20.000Z", "html": "/story/gnews-robotaxi-regulation-2fb6a379%3A8nMnTY38sqC-a3MzAL" }, { "id": "gnews-robotaxi-research-38620e0d:aEZIXEWZtXHX3fyrbg", "title": "Xpeng robotaxi rolls off the production line - Just Auto", "summary": "Xpeng robotaxi rolls off the production line    Just Auto", "priority": "P1", "score": 86, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-21T08:05:58.000Z", "html": "/story/gnews-robotaxi-research-38620e0d%3AaEZIXEWZtXHX3fyrbg" }, { "id": "gnews-robotaxi-deployment-4c991649:Ko5Ma17cw_cR9s5OVF", "title": "Xpeng launches robotaxi series production - electrive.com", "summary": "Xpeng launches robotaxi series production    electrive.com", "priority": "P1", "score": 82, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-19T11:30:00.000Z", "html": "/story/gnews-robotaxi-deployment-4c991649%3AKo5Ma17cw_cR9s5OVF" }, { "id": "gnews-robotaxi-regulation-2fb6a379:F4WkDyq92tSvg7Wh9I", "title": "Waymo Stops Highway Robotaxi Services and Atlanta Operations Due to Safety Updates - Yahoo Autos", "summary": "Waymo Stops Highway Robotaxi Services and Atlanta Operations Due to Safety Updates    Yahoo Autos", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-23T14:27:00.000Z", "html": "/story/gnews-robotaxi-regulation-2fb6a379%3AF4WkDyq92tSvg7Wh9I" }, { "id": "gnews-robotaxi-legal-207748c8:44_Mfv_2io-Z-SU5Rr", "title": "Waymo suspends robotaxi operation in Dallas following scrutiny over software, safety - Dallas Observer", "summary": "Waymo suspends robotaxi operation in Dallas following scrutiny over software, safety    Dallas Observer", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-23T02:50:43.000Z", "html": "/story/gnews-robotaxi-legal-207748c8%3A44_Mfv_2io-Z-SU5Rr" }, { "id": "gnews-waymo-robotaxi-launch-0a51ced9:ixKXcejLsvHikmARyD", "title": "Waymo pauses freeway robotaxi routes after safety and software concerns - Fox Business", "summary": "Waymo pauses freeway robotaxi routes after safety and software concerns    Fox Business", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews Waymo robotaxi", "publishedAt": "2026-05-22T02:06:00.000Z", "html": "/story/gnews-waymo-robotaxi-launch-0a51ced9%3AixKXcejLsvHikmARyD" }, { "id": "gnews-robotaxi-commercial-bc9659dd:3dW94zweLo1lfvSjh0", "title": "ECARX Officially Announces Entry Into Robotaxi Market, Launching Pilot in 2027 - Gasgoo", "summary": "ECARX Officially Announces Entry Into Robotaxi Market, Launching Pilot in 2027    Gasgoo", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-20T12:45:25.000Z", "html": "/story/gnews-robotaxi-commercial-bc9659dd%3A3dW94zweLo1lfvSjh0" } ] }, { "slug": "humanoid-robots", "name": "Humanoid robots", "type": "topic", "packetCount": 99, "topPriority": "P0", "maxScore": 104, "surfaces": [ "robotics_industry", "model_research", "robotics_research" ], "sources": [ "GNews humanoid robot", "GNews warehouse robot", "GNews robot learning", "GNews industrial robot", "GNews physical AI", "GNews humanoid robotics", "GNews Agility Robotics Digit", "GNews Boston Dynamics Atlas" ], "packets": [ { "id": "gnews-humanoid-robot-deployment-2df1f8d0:-3HAjnMDP-1XszXtwk", "title": "Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report", "summary": "Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "priority": "P0", "score": 104, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-21T11:06:05.000Z", "html": "/story/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "summary": "Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "priority": "P0", "score": 103, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T22:44:28.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt" }, { "id": "gnews-warehouse-robot-regulation-5f2fd68a:AGNm_m4iKvkduqJxqO", "title": "Humanoid robot and factory worker go head-to-head in packing challenge - AOL.com", "summary": "Humanoid robot and factory worker go head-to-head in packing challenge    AOL.com", "priority": "P0", "score": 98, "beat": "warehouse-logistics", "source": "GNews warehouse robot", "publishedAt": "2026-05-25T06:27:30.000Z", "html": "/story/gnews-warehouse-robot-regulation-5f2fd68a%3AAGNm_m4iKvkduqJxqO" }, { "id": "gnews-robot-learning-commercial-6bdd9a69:BEAGbhUI5KqenJghVD", "title": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs. Proprietary Physical AI - Tech Times", "summary": "Humanoid Robots Reach Production Scale: Robotics Summit Opens on ROS vs.", "priority": "P0", "score": 96, "beat": "robot-learning", "source": "GNews robot learning", "publishedAt": "2026-05-25T19:31:03.000Z", "html": "/story/gnews-robot-learning-commercial-6bdd9a69%3ABEAGbhUI5KqenJghVD" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST" }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY" }, { "id": "gnews-humanoid-robot-commercial-7dc7c0b1:pnGNzyMK03JX6Qoh4H", "title": "China is deploying the first home cleaning humanoid robot butlers - Fast Company", "summary": "China is deploying the first home cleaning humanoid robot butlers    Fast Company", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-24T10:15:13.000Z", "html": "/story/gnews-humanoid-robot-commercial-7dc7c0b1%3ApnGNzyMK03JX6Qoh4H" }, { "id": "gnews-industrial-robot-deployment-86dc1227:5XKYNGtXMAABoiukuc", "title": "Humanoid Taps Bosch For Humanoid Robot Production - Engadget", "summary": "Humanoid Taps Bosch For Humanoid Robot Production    Engadget", "priority": "P0", "score": 96, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-21T16:58:43.000Z", "html": "/story/gnews-industrial-robot-deployment-86dc1227%3A5XKYNGtXMAABoiukuc" } ] }, { "slug": "gnews-robotaxi", "name": "GNews robotaxi", "type": "source", "packetCount": 28, "topPriority": "P0", "maxScore": 90, "surfaces": [ "autonomous_transport" ], "sources": [ "GNews robotaxi" ], "packets": [ { "id": "gnews-robotaxi-deployment-4c991649:9R4pT2QGQJGf3LPxcs", "title": "Xpeng robotaxi rolls off the production line - Yahoo Autos", "summary": "Xpeng robotaxi rolls off the production line    Yahoo Autos", "priority": "P0", "score": 90, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-21T09:03:58.000Z", "html": "/story/gnews-robotaxi-deployment-4c991649%3A9R4pT2QGQJGf3LPxcs" }, { "id": "gnews-robotaxi-regulation-2fb6a379:8nMnTY38sqC-a3MzAL", "title": "Xpeng mass-produced robotaxi rolls off production line - Zag Daily", "summary": "Xpeng mass-produced robotaxi rolls off production line    Zag Daily", "priority": "P0", "score": 90, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-20T16:28:20.000Z", "html": "/story/gnews-robotaxi-regulation-2fb6a379%3A8nMnTY38sqC-a3MzAL" }, { "id": "gnews-robotaxi-research-38620e0d:aEZIXEWZtXHX3fyrbg", "title": "Xpeng robotaxi rolls off the production line - Just Auto", "summary": "Xpeng robotaxi rolls off the production line    Just Auto", "priority": "P1", "score": 86, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-21T08:05:58.000Z", "html": "/story/gnews-robotaxi-research-38620e0d%3AaEZIXEWZtXHX3fyrbg" }, { "id": "gnews-robotaxi-deployment-4c991649:Ko5Ma17cw_cR9s5OVF", "title": "Xpeng launches robotaxi series production - electrive.com", "summary": "Xpeng launches robotaxi series production    electrive.com", "priority": "P1", "score": 82, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-19T11:30:00.000Z", "html": "/story/gnews-robotaxi-deployment-4c991649%3AKo5Ma17cw_cR9s5OVF" }, { "id": "gnews-robotaxi-regulation-2fb6a379:F4WkDyq92tSvg7Wh9I", "title": "Waymo Stops Highway Robotaxi Services and Atlanta Operations Due to Safety Updates - Yahoo Autos", "summary": "Waymo Stops Highway Robotaxi Services and Atlanta Operations Due to Safety Updates    Yahoo Autos", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-23T14:27:00.000Z", "html": "/story/gnews-robotaxi-regulation-2fb6a379%3AF4WkDyq92tSvg7Wh9I" }, { "id": "gnews-robotaxi-legal-207748c8:44_Mfv_2io-Z-SU5Rr", "title": "Waymo suspends robotaxi operation in Dallas following scrutiny over software, safety - Dallas Observer", "summary": "Waymo suspends robotaxi operation in Dallas following scrutiny over software, safety    Dallas Observer", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-23T02:50:43.000Z", "html": "/story/gnews-robotaxi-legal-207748c8%3A44_Mfv_2io-Z-SU5Rr" }, { "id": "gnews-robotaxi-commercial-bc9659dd:3dW94zweLo1lfvSjh0", "title": "ECARX Officially Announces Entry Into Robotaxi Market, Launching Pilot in 2027 - Gasgoo", "summary": "ECARX Officially Announces Entry Into Robotaxi Market, Launching Pilot in 2027    Gasgoo", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-20T12:45:25.000Z", "html": "/story/gnews-robotaxi-commercial-bc9659dd%3A3dW94zweLo1lfvSjh0" }, { "id": "gnews-robotaxi-deployment-4c991649:2y2NxYfpDNoH0n7RcA", "title": "ECARX partners with May Mobility on Robotaxi platform deployment - Gasgoo", "summary": "ECARX partners with May Mobility on Robotaxi platform deployment    Gasgoo", "priority": "P1", "score": 78, "beat": "robotaxis", "source": "GNews robotaxi", "publishedAt": "2026-05-20T12:41:26.000Z", "html": "/story/gnews-robotaxi-deployment-4c991649%3A2y2NxYfpDNoH0n7RcA" } ] }, { "slug": "security-posture", "name": "security posture", "type": "surface", "packetCount": 26, "topPriority": "P0", "maxScore": 92, "surfaces": [ "security_posture" ], "sources": [ "GNews agent security", "GNews prompt injection agent", "CISA" ], "packets": [ { "id": "gnews-agent-security-manufacturing-8de85531:ZBHTqyoEEE3vFZZcRt", "title": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware - Endor Labs", "summary": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware    Endor Labs", "priority": "P0", "score": 92, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-19T18:58:54.000Z", "html": "/story/gnews-agent-security-manufacturing-8de85531%3AZBHTqyoEEE3vFZZcRt" }, { "id": "gnews-agent-security-legal-13e73d89:P-bOHZJ6R3MN2wvSSP", "title": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents - Dark Reading", "summary": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents    Dark Reading", "priority": "P1", "score": 72, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-25T09:03:58.000Z", "html": "/story/gnews-agent-security-legal-13e73d89%3AP-bOHZJ6R3MN2wvSSP" }, { "id": "gnews-agent-security-conference-13cf3bc4:MP8jgGFZ00rYuJ8iUs", "title": "KnowBe4 to showcase AI-native attack simulation and training product, twelfth AI agent at ITWeb Security Summit 2026 - ITWeb", "summary": "KnowBe4 to showcase AI-native attack simulation and training product, twelfth AI agent at ITWeb Security Summit 2026    ITWeb", "priority": "P1", "score": 71, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-20T09:02:00.000Z", "html": "/story/gnews-agent-security-conference-13cf3bc4%3AMP8jgGFZ00rYuJ8iUs" }, { "id": "gnews-agent-security-legal-13e73d89:KNDOuJuVR28YwuRslK", "title": "AI Agent Security: Top Risks and How to Prevent Them - appinventiv.com", "summary": "AI Agent Security: Top Risks and How to Prevent Them    appinventiv.com", "priority": "P2", "score": 68, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-22T07:00:00.000Z", "html": "/story/gnews-agent-security-legal-13e73d89%3AKNDOuJuVR28YwuRslK" }, { "id": "gnews-agent-security-funding-2bbd0151:zQyo0c8uDNvm4dGLVQ", "title": "AI Agents Are Shifting Identity Security Budget Dynamics - Dark Reading", "summary": "AI Agents Are Shifting Identity Security Budget Dynamics    Dark Reading", "priority": "P2", "score": 68, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-21T07:00:00.000Z", "html": "/story/gnews-agent-security-funding-2bbd0151%3AzQyo0c8uDNvm4dGLVQ" }, { "id": "gnews-agent-security-conference-13cf3bc4:SrZqpA4Ib2VN-OR6WI", "title": "AI Agent Security: Automating Workflow Without Creating Prompt Injection or Data Leak Risks - Hackread", "summary": "AI Agent Security: Automating Workflow Without Creating Prompt Injection or Data Leak Risks    Hackread", "priority": "P2", "score": 68, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-19T21:13:08.000Z", "html": "/story/gnews-agent-security-conference-13cf3bc4%3ASrZqpA4Ib2VN-OR6WI" }, { "id": "gnews-prompt-injection-agent-manufacturing-7c8bf9fb:Efre41g9ZJgEHXiAX1", "title": "Npm supply chain: valid certificates, stolen accounts - VentureBeat", "summary": "Npm supply chain: valid certificates, stolen accounts    VentureBeat", "priority": "P2", "score": 64, "beat": "agent-security", "source": "GNews prompt injection agent", "publishedAt": "2026-05-22T22:21:34.000Z", "html": "/story/gnews-prompt-injection-agent-manufacturing-7c8bf9fb%3AEfre41g9ZJgEHXiAX1" }, { "id": "gnews-agent-security-security-e30f8e38:eFD4z-tujgnPI0VSge", "title": "7 identity security best practices for the Agentic AI era | perspective | SC Media - SC Media", "summary": "7 identity security best practices for the Agentic AI era | perspective | SC Media    SC Media", "priority": "P2", "score": 64, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-22T15:10:04.000Z", "html": "/story/gnews-agent-security-security-e30f8e38%3AeFD4z-tujgnPI0VSge" } ] }, { "slug": "gnews-physical-ai", "name": "GNews physical AI", "type": "source", "packetCount": 22, "topPriority": "P0", "maxScore": 90, "surfaces": [ "model_research" ], "sources": [ "GNews physical AI" ], "packets": [ { "id": "gnews-physical-ai-news-ae510f09:7sNApCHdqrZu7RZUaR", "title": "Physical AI isn’t humanoid; it’s task-specific and cost-efficient - The Robot Report", "summary": "Physical AI isn’t humanoid; it’s task-specific and cost-efficient    The Robot Report", "priority": "P0", "score": 90, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-23T12:36:05.000Z", "html": "/story/gnews-physical-ai-news-ae510f09%3A7sNApCHdqrZu7RZUaR" }, { "id": "gnews-physical-ai-regulation-a06af01a:8JhtdCpTGa0VVgAszH", "title": "Q&A: How video helps build robot brains for physical AI - Computerworld", "summary": "Q&A: How video helps build robot brains for physical AI    Computerworld", "priority": "P1", "score": 76, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-25T11:35:49.000Z", "html": "/story/gnews-physical-ai-regulation-a06af01a%3A8JhtdCpTGa0VVgAszH" }, { "id": "gnews-physical-ai-commercial-288869bb:I2z_8B5SNEVC1ZXlXt", "title": "FANUC partners with Google to advance physical AI in its robots - The Robot Report", "summary": "FANUC partners with Google to advance physical AI in its robots    The Robot Report", "priority": "P1", "score": 74, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-21T17:37:18.000Z", "html": "/story/gnews-physical-ai-commercial-288869bb%3AI2z_8B5SNEVC1ZXlXt" }, { "id": "gnews-physical-ai-manufacturing-79c1f8d3:A9i173MiatND9f9oJZ", "title": "Intelligent manufacturing: Visit a future factory floor - The World Economic Forum", "summary": "Intelligent manufacturing: Visit a future factory floor    The World Economic Forum", "priority": "P2", "score": 68, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-20T14:09:36.000Z", "html": "/story/gnews-physical-ai-manufacturing-79c1f8d3%3AA9i173MiatND9f9oJZ" }, { "id": "gnews-physical-ai-partnership-7bbfa3e0:cMVYtkf7RLbdyBcBK9", "title": "Partnership Targets Next-Gen Image Sensors for Automotive, Robotics, and Physical AI - Metrology and Quality News", "summary": "Partnership Targets Next-Gen Image Sensors for Automotive, Robotics, and Physical AI    Metrology and Quality News", "priority": "P2", "score": 68, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-20T04:59:48.000Z", "html": "/story/gnews-physical-ai-partnership-7bbfa3e0%3AcMVYtkf7RLbdyBcBK9" }, { "id": "gnews-physical-ai-market-955324a7:-IuR_nRJgoAScln33C", "title": "Five takeaways from Nvidia’s earnings, and what they mean for the AI industry - SiliconANGLE", "summary": "Five takeaways from Nvidia’s earnings, and what they mean for the AI industry    SiliconANGLE", "priority": "P2", "score": 64, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-21T19:32:01.000Z", "html": "/story/gnews-physical-ai-market-955324a7%3A-IuR_nRJgoAScln33C" }, { "id": "gnews-physical-ai-research-14c580a7:MWA0Gun_kDP2JzETbO", "title": "Nvidia to launch Singapore research hub as city-state boosts AI plans - The Tech Buzz", "summary": "Nvidia to launch Singapore research hub as city-state boosts AI plans    The Tech Buzz", "priority": "P2", "score": 64, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-20T05:08:00.000Z", "html": "/story/gnews-physical-ai-research-14c580a7%3AMWA0Gun_kDP2JzETbO" }, { "id": "gnews-physical-ai-commercial-288869bb:dka0_ORpsy0XQBl5SM", "title": "Autonomous Robotics and Physical AI in Next-Generation Manufacturing - Robotics Tomorrow", "summary": "Autonomous Robotics and Physical AI in Next-Generation Manufacturing    Robotics Tomorrow", "priority": "P2", "score": 60, "beat": "embodied-ai", "source": "GNews physical AI", "publishedAt": "2026-05-22T13:35:06.000Z", "html": "/story/gnews-physical-ai-commercial-288869bb%3Adka0_ORpsy0XQBl5SM" } ] }, { "slug": "gnews-industrial-robot", "name": "GNews industrial robot", "type": "source", "packetCount": 19, "topPriority": "P0", "maxScore": 122, "surfaces": [ "robotics_industry" ], "sources": [ "GNews industrial robot" ], "packets": [ { "id": "gnews-industrial-robot-latest-195f7c7f:AOhD_paQepkOxiCHDd", "title": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking - SecurityWeek", "summary": "Critical Vulnerability Exposes Industrial Robot Fleets to Hacking    SecurityWeek", "priority": "P0", "score": 122, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T06:18:51.000Z", "html": "/story/gnews-industrial-robot-latest-195f7c7f%3AAOhD_paQepkOxiCHDd" }, { "id": "gnews-industrial-robot-manufacturing-e7ad9bb1:iP6ag2-CCTWnGHb9RR", "title": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking - Rescana", "summary": "CVE-2026-8153: Critical OS Command Injection Vulnerability in Universal Robots PolyScope 5 Exposes Industrial Robot Fleets to Remote Hacking    Rescana", "priority": "P0", "score": 118, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T07:00:00.000Z", "html": "/story/gnews-industrial-robot-manufacturing-e7ad9bb1%3AiP6ag2-CCTWnGHb9RR" }, { "id": "gnews-industrial-robot-deployment-86dc1227:5XKYNGtXMAABoiukuc", "title": "Humanoid Taps Bosch For Humanoid Robot Production - Engadget", "summary": "Humanoid Taps Bosch For Humanoid Robot Production    Engadget", "priority": "P0", "score": 96, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-21T16:58:43.000Z", "html": "/story/gnews-industrial-robot-deployment-86dc1227%3A5XKYNGtXMAABoiukuc" }, { "id": "gnews-industrial-robot-launch-21d4d745:c6-qHnse_Zns70tMAD", "title": "Drupal to Patch Highly Critical Vulnerability at Risk of Quick Exploitation - SecurityWeek", "summary": "Drupal to Patch Highly Critical Vulnerability at Risk of Quick Exploitation    SecurityWeek", "priority": "P1", "score": 88, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-19T16:22:18.000Z", "html": "/story/gnews-industrial-robot-launch-21d4d745%3Ac6-qHnse_Zns70tMAD" }, { "id": "gnews-industrial-robot-news-8e6c882e:32fQuQqsMI8Tfavpkw", "title": "Industrial robot exports surged nearly 90% year-over-year in April, while ChinaAMC Robotics ETF (562500), the largest robotics ETF by scale, has gained over 32% since its April low. - 富途牛牛", "summary": "Industrial robot exports surged nearly 90% year-over-year in April, while ChinaAMC Robotics ETF (562500), the largest robotics ETF by scale, has gained over 32% since its April low.", "priority": "P1", "score": 84, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-25T03:11:53.000Z", "html": "/story/gnews-industrial-robot-news-8e6c882e%3A32fQuQqsMI8Tfavpkw" }, { "id": "gnews-industrial-robot-funding-3aeb85f7:TfOdYMAWyIPAKcjMUw", "title": "China's industrial robot exports surged by 90%, prompting related manufacturers to accelerate their overseas expansion and build a second growth curve. - Moomoo", "summary": "China's industrial robot exports surged by 90%, prompting related manufacturers to accelerate their overseas expansion and build a second growth curve.", "priority": "P1", "score": 84, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-25T01:03:19.000Z", "html": "/story/gnews-industrial-robot-funding-3aeb85f7%3ATfOdYMAWyIPAKcjMUw" }, { "id": "gnews-industrial-robot-safety-a11f14cb:AWjPp5Dv5XSqjxyqC7", "title": "Vulnerability Could Compromise Plant Floor Robotics - Manufacturing Business Technology", "summary": "Vulnerability Could Compromise Plant Floor Robotics    Manufacturing Business Technology", "priority": "P1", "score": 84, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-21T15:20:26.000Z", "html": "/story/gnews-industrial-robot-safety-a11f14cb%3AAWjPp5Dv5XSqjxyqC7" }, { "id": "gnews-industrial-robot-research-e3827f9f:0UEfRIKuKvarKdbeYa", "title": "Overseas Research Selection | Barclays: The Dawn of Automation 3.0—Humanoid Robot Market Could Reach $200 Billion in a Decade - Moomoo", "summary": "Overseas Research Selection | Barclays: The Dawn of Automation 3.0—Humanoid Robot Market Could Reach $200 Billion in a Decade    Moomoo", "priority": "P1", "score": 84, "beat": "industrial-robots", "source": "GNews industrial robot", "publishedAt": "2026-05-20T12:00:38.000Z", "html": "/story/gnews-industrial-robot-research-e3827f9f%3A0UEfRIKuKvarKdbeYa" } ] }, { "slug": "gnews-humanoid-robot", "name": "GNews humanoid robot", "type": "source", "packetCount": 19, "topPriority": "P0", "maxScore": 104, "surfaces": [ "robotics_industry" ], "sources": [ "GNews humanoid robot" ], "packets": [ { "id": "gnews-humanoid-robot-deployment-2df1f8d0:-3HAjnMDP-1XszXtwk", "title": "Humanoid partners with Bosch, Schaeffler to scale robot production - The Robot Report", "summary": "Humanoid partners with Bosch, Schaeffler to scale robot production    The Robot Report", "priority": "P0", "score": 104, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-21T11:06:05.000Z", "html": "/story/gnews-humanoid-robot-deployment-2df1f8d0%3A-3HAjnMDP-1XszXtwk" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:trIBCHQpPw8Scky_tt", "title": "Inside China's humanoid robot boom: Price war, fractured supply chains - digitimes", "summary": "Inside China's humanoid robot boom: Price war, fractured supply chains    digitimes", "priority": "P0", "score": 103, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T22:44:28.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AtrIBCHQpPw8Scky_tt" }, { "id": "gnews-humanoid-robot-manufacturing-a44d51b9:zmJVm392hR2823MoST", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-manufacturing-a44d51b9%3AzmJVm392hR2823MoST" }, { "id": "gnews-humanoid-robot-regulation-d80897df:QnL1JCI0yGEVhnZHXY", "title": "Every humanoid robot in China set to receive personal identification number - South China Morning Post", "summary": "Every humanoid robot in China set to receive personal identification number    South China Morning Post", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:31:57.000Z", "html": "/story/gnews-humanoid-robot-regulation-d80897df%3AQnL1JCI0yGEVhnZHXY" }, { "id": "gnews-humanoid-robot-commercial-7dc7c0b1:pnGNzyMK03JX6Qoh4H", "title": "China is deploying the first home cleaning humanoid robot butlers - Fast Company", "summary": "China is deploying the first home cleaning humanoid robot butlers    Fast Company", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-24T10:15:13.000Z", "html": "/story/gnews-humanoid-robot-commercial-7dc7c0b1%3ApnGNzyMK03JX6Qoh4H" }, { "id": "gnews-humanoid-robot-launch-d646fec2:kW-daDva5W5jgLQzd1", "title": "World's first humanoid robot auction to be held online in China - Interesting Engineering", "summary": "World's first humanoid robot auction to be held online in China    Interesting Engineering", "priority": "P0", "score": 96, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-19T13:28:00.000Z", "html": "/story/gnews-humanoid-robot-launch-d646fec2%3AkW-daDva5W5jgLQzd1" }, { "id": "gnews-humanoid-robot-launch-d646fec2:imwcbOppjJH568s6Bl", "title": "NEO humanoid robot company plans to release 100,000 units by late 2027 - AOL.com", "summary": "NEO humanoid robot company plans to release 100,000 units by late 2027    AOL.com", "priority": "P0", "score": 92, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-25T08:54:55.000Z", "html": "/story/gnews-humanoid-robot-launch-d646fec2%3AimwcbOppjJH568s6Bl" }, { "id": "gnews-humanoid-robot-commercial-7dc7c0b1:zPhfPD2r2d7jmaUbxH", "title": "China unveils first humanoid robot for household chores, ready as early as 2027 - South China Morning Post", "summary": "China unveils first humanoid robot for household chores, ready as early as 2027    South China Morning Post", "priority": "P0", "score": 92, "beat": "humanoids", "source": "GNews humanoid robot", "publishedAt": "2026-05-21T09:22:27.000Z", "html": "/story/gnews-humanoid-robot-commercial-7dc7c0b1%3AzPhfPD2r2d7jmaUbxH" } ] }, { "slug": "gnews-agent-security", "name": "GNews agent security", "type": "source", "packetCount": 16, "topPriority": "P0", "maxScore": 92, "surfaces": [ "security_posture" ], "sources": [ "GNews agent security" ], "packets": [ { "id": "gnews-agent-security-manufacturing-8de85531:ZBHTqyoEEE3vFZZcRt", "title": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware - Endor Labs", "summary": "Trojanized Microsoft SDK: durabletask 1.4.1 through 1.4.3 Deliver Credential-Stealing Malware    Endor Labs", "priority": "P0", "score": 92, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-19T18:58:54.000Z", "html": "/story/gnews-agent-security-manufacturing-8de85531%3AZBHTqyoEEE3vFZZcRt" }, { "id": "gnews-agent-security-legal-13e73d89:P-bOHZJ6R3MN2wvSSP", "title": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents - Dark Reading", "summary": "The Lifecycle Crisis: Managing the Birth, Life, and Death of AI Agents    Dark Reading", "priority": "P1", "score": 72, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-25T09:03:58.000Z", "html": "/story/gnews-agent-security-legal-13e73d89%3AP-bOHZJ6R3MN2wvSSP" }, { "id": "gnews-agent-security-conference-13cf3bc4:MP8jgGFZ00rYuJ8iUs", "title": "KnowBe4 to showcase AI-native attack simulation and training product, twelfth AI agent at ITWeb Security Summit 2026 - ITWeb", "summary": "KnowBe4 to showcase AI-native attack simulation and training product, twelfth AI agent at ITWeb Security Summit 2026    ITWeb", "priority": "P1", "score": 71, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-20T09:02:00.000Z", "html": "/story/gnews-agent-security-conference-13cf3bc4%3AMP8jgGFZ00rYuJ8iUs" }, { "id": "gnews-agent-security-legal-13e73d89:KNDOuJuVR28YwuRslK", "title": "AI Agent Security: Top Risks and How to Prevent Them - appinventiv.com", "summary": "AI Agent Security: Top Risks and How to Prevent Them    appinventiv.com", "priority": "P2", "score": 68, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-22T07:00:00.000Z", "html": "/story/gnews-agent-security-legal-13e73d89%3AKNDOuJuVR28YwuRslK" }, { "id": "gnews-agent-security-funding-2bbd0151:zQyo0c8uDNvm4dGLVQ", "title": "AI Agents Are Shifting Identity Security Budget Dynamics - Dark Reading", "summary": "AI Agents Are Shifting Identity Security Budget Dynamics    Dark Reading", "priority": "P2", "score": 68, "beat": "agent-security", "source": "GNews agent security", "publishedAt": "2026-05-21T07:00:00.000Z", "html": "/story/gnews-agent-security-funding-2bbd0151%3AzQyo0c8uDNvm4dGLVQ" }, { "id": "gnews-agent-security-conference-13cf3bc4:SrZqpA4Ib2VN-OR6WI", "title": "AI Agent Security: Automating Workflow Without Creating Prompt Injection or Data Leak Risks - 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