{"id":94692,"topic":"ai","source":"University of Lynchburg","title":"University of Lynchburg AI Garage prepares business students to solve real-world problems with agentic AI - University of Lynchburg","url":"https://www.lynchburg.edu/university-of-lynchburg-ai-garage-prepares-business-students-to-solve-real-world-problems-with-agentic-ai/","url_hash":"66bfb1cfc220ee6b5b7f61ea158622ffa796d4dd","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMizAFBVV95cUxQTmRhWGVObDJ1S3F5NExJbGJ5a2RCTU9mZlR2MURzZzNtcmRwOFo1RTM4VHlhd3huaUNpd2NlUlhNanVuTFA1UDYxeFI0TXpmc2pyN1NkTDIwZjZVQXdXaEdfaVRvVlo4YlUwWDhEQVgtaUVuRGdkRU1mTlR3MTNVV2dYeXFSWXFNNjNkNWVBdWlCSzZwcEZqaG5uWTk5UFlvVWxPMHZ5Rl8taUFoYXRNWVZXMnZIcGZDNlRlZllnbVNoTFViNW1aOHJsYkQ?oc=5\" target=\"_blank\">University of Lynchburg AI Garage prepares business students to solve real-world problems with agentic AI</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">University of Lynchburg</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-10-02T14:03:25+00:00","fetched_at":"2026-10-02T15:15:07+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.lynchburg.edu/university-of-lynchburg-ai-garage-prepares-business-students-to-solve-real-world-problems-with-agentic-ai/","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":521,"usable_text_length":521,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":521}},"news_item":{"id":94692,"canonical_url":"https://www.lynchburg.edu/university-of-lynchburg-ai-garage-prepares-business-students-to-solve-real-world-problems-with-agentic-ai/","source_url":"https://www.lynchburg.edu/university-of-lynchburg-ai-garage-prepares-business-students-to-solve-real-world-problems-with-agentic-ai/","title":"University of Lynchburg AI Garage prepares business students to solve real-world problems with agentic AI - 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