{"id":39411,"topic":"ai","source":"Industrial Cyber","title":"SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity - Industrial Cyber","url":"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5&ucbcb=1&hl=en-US&gl=US&ceid=US:en","url_hash":"527e92779a65ebb164bfd873d928dbffab33fb3d","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5\" target=\"_blank\">SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Industrial Cyber</font>","content":null,"image_url":"https://lh3.googleusercontent.com/J6_coFbogxhRI9iM864NL_liGXvsQp2AupsKei7z0cNNfDvGUmWUy20nuUhkREQyrpY4bEeIBuc=s0-w300-rw","lang":"en","published_at":"2026-07-17T11:12:17+00:00","fetched_at":"2026-07-17T11:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"gnews_decode_failed","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5&ucbcb=1&hl=en-US&gl=US&ceid=US:en","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"decode_failed","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: Google News decode failed.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":500,"usable_text_length":500,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"gnews_decode_failed","extract_retries":2,"content_length":0,"summary_length":500}},"news_item":{"id":39411,"canonical_url":"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5&ucbcb=1&hl=en-US&gl=US&ceid=US:en","source_url":"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5&ucbcb=1&hl=en-US&gl=US&ceid=US:en","title":"SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity - Industrial Cyber","source_name":"Industrial Cyber","author":null,"published_at":"2026-07-17T11:12:17+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5\" target=\"_blank\">SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Industrial Cyber</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE?oc=5\" target=\"_blank\">SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Industrial Cyber</font>","extraction":{"state":"failed","confidence":0.2,"error":"gnews_decode_failed","explanation":"Low confidence: Google News decode failed.","diagnostics_url":"/api/diagnose?url=https%3A//news.google.com/rss/articles/CBMixgFBVV95cUxPeERaLXZTa2l5TWZMcVA0aF9ndDFLcUVQT3dkbTFjMTVqc2h6NU02ak55djNncVR1QWVCUWptcVB3SEQzNGdYRDRRRXF2ajNWRWdobk5ZVUZfVXRmQXNwN183NzZnc1FRRTVFN0xFdGY0Tm1IRG5qUXNXaVdJMjJwdE9abDRUaE9HRFR3UDU0Umh1dmdPU2dGQ1l4T3VzUVp3Y3RHUjhWUHFLeURtaXhjRjlmZDNBQjVVWlpHYXhGdWV3d3hNelE%3Foc%3D5%26ucbcb%3D1%26hl%3Den-US%26gl%3DUS%26ceid%3DUS%3Aen","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"decode_failed","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: Google News decode failed.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":500,"usable_text_length":500,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"gnews_decode_failed","extract_retries":2,"content_length":0,"summary_length":500}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"SANS AI Survey 2026 reports 78% adopt AI as attackers surge, but only 27% reach production maturity - 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