{"id":78791,"topic":"ai","source":"Prairie View A&M University","title":"PVAMU awarded nearly $10 million to advance artificial intelligence for national defense - Prairie View A&M University","url":"https://www.pvamu.edu/blog/pvamu-awarded-nearly-10-million-to-advance-artificial-intelligence-for-national-defense/","url_hash":"1660e8d954c82f5f8886ab1bbdee9566d212c9e4","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMitgFBVV95cUxQSFJUbjdXbUNpVUlfckJhb0wtTlZQY3dOdzdZYnp0SXZtYkdsQWN1aEpSQkFjdjd2THNnV3lUaUp5MnN5czBnRXpNMVZuMS1ZVDF5cWplazdpdDVvZTQ2TXV0aXRGcHZXZUUxZ3otMW1MSS0zM3ZIbm8ybTI2d29tanY2SU9nWVNndkswZzlVRUZjWjlqM0NsamdvdnptY3ltQ2QydGZJaWNtemJUakFsazdhQlJOZw?oc=5\" target=\"_blank\">PVAMU awarded nearly $10 million to advance artificial intelligence for national defense</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Prairie View A&amp;M University</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-09T15:20:04+00:00","fetched_at":"2026-09-09T17:15:03+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://www.pvamu.edu/blog/pvamu-awarded-nearly-10-million-to-advance-artificial-intelligence-for-national-defense/","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":483,"usable_text_length":483,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":483}},"news_item":{"id":78791,"canonical_url":"https://www.pvamu.edu/blog/pvamu-awarded-nearly-10-million-to-advance-artificial-intelligence-for-national-defense/","source_url":"https://www.pvamu.edu/blog/pvamu-awarded-nearly-10-million-to-advance-artificial-intelligence-for-national-defense/","title":"PVAMU awarded nearly $10 million to advance artificial intelligence for national defense - 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