{"id":48908,"topic":"ai","source":"The Defense Post","title":"Ukraine’s Military Is Getting Its Own ChatGPT: Meet Marichka AI - The Defense Post","url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","url_hash":"711c6d02227a47f4f5f09edbb65f28130dc40040","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMic0FVX3lxTE5XUTl1SXFEWm9NN0MwYmdmcnhhMHhuT3QyeUtOVXhzNVJVcHBzV0pLb0JKMkk2eDZ4TVFSa2ZHelFVMTRWSHRjZ242WVhJalpnRjBNWWt1MHQ2VXJFYmRQa1c5cDllY1RWcUpBZ2hOZ0hlX0nSAXhBVV95cUxQRDZCRE5vaXN3QTRPeWc3OXJ4b3dhdmVza3gzV0RrTjQtRnlCZmtzX1BxZnIydndlaGozVk85dDNXSnM3Zk43dDItaktXZ0hFYktsS3l0bUl2SEdfbDQ2cXhxWEtVamU5dVJzd2ZoV3BzZ2NkdFdyMzI?oc=5\" target=\"_blank\">Ukraine’s Military Is Getting Its Own ChatGPT: Meet Marichka AI</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">The Defense Post</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-29T12:56:09+00:00","fetched_at":"2026-07-29T13:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","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":516,"usable_text_length":516,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":516}},"news_item":{"id":48908,"canonical_url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","source_url":"https://thedefensepost.com/2026/07/29/ukraine-marichka-ai-system/","title":"Ukraine’s Military Is Getting Its Own ChatGPT: Meet Marichka AI - 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