{"id":85052,"topic":"ai","source":"Homeland Security Today","title":"COLUMN: The Way Forward on Artificial Intelligence in Disasters and Emergencies (AIDE) - Homeland Security Today","url":"https://www.hstoday.us/subject-matter-areas/emergency-preparedness/the-way-forward-on-artificial-intelligence-in-disasters-and-emergencies-aide/","url_hash":"1c97a0fe05d02a60d734cce2319cc08e29357b84","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMi3AFBVV95cUxQX3FBaV9wbHA2UEo2Vmp6NmZ0U2V1cHIwaVQyNWtzRXBVMmt0cTVtR28xTkpoVFJ4ZDlmMEgwamhRblVxZVhJYXlEb1MyeDhLd2ZaeXdUem81WnZUWnNVXzFRMmhUUGVLMXZGaHIwNHhTSENISG5xR0JhdXdWejlEUjUtWXZjZ1ctbWROSERrWDZ4U3dBMGh4VlotelF4ZFNONHpvby0wM3MwelJOdEc4eWFscmJTZFp4anFZQnNvQ1lPU2xpSm91TG0wa3Y1MXB0Q1dFQy00VjZQSnBM?oc=5\" target=\"_blank\">COLUMN: The Way Forward on Artificial Intelligence in Disasters and Emergencies (AIDE)</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Homeland Security Today</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-18T07:18:55+00:00","fetched_at":"2026-09-18T08:15:03+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.hstoday.us/subject-matter-areas/emergency-preparedness/the-way-forward-on-artificial-intelligence-in-disasters-and-emergencies-aide/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"failed","confidence":0.0,"failure_kind":"http","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: HTTP extraction failure (http_403).","operator_guidance":{"severity":"action_required","recommended_action":"manual_review","next_step":"Open diagnostics and review the original source manually before use.","operator_label":"Manual review","can_retry":false,"can_use_summary":false,"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":523,"usable_text_length":523,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":523}},"news_item":{"id":85052,"canonical_url":"https://www.hstoday.us/subject-matter-areas/emergency-preparedness/the-way-forward-on-artificial-intelligence-in-disasters-and-emergencies-aide/","source_url":"https://www.hstoday.us/subject-matter-areas/emergency-preparedness/the-way-forward-on-artificial-intelligence-in-disasters-and-emergencies-aide/","title":"COLUMN: The Way Forward on Artificial Intelligence in Disasters and Emergencies (AIDE) - 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