{"id":51298,"topic":"ai","source":"Mountain Xpress","title":"Letter: AI could work for public benefit in Asheville - Mountain Xpress","url":"https://mountainx.com/opinion/letters/letter-ai-could-work-for-public-benefit-in-asheville/","url_hash":"8ccc24c389b33a605b846baf7c06f173fd84292f","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMilgFBVV95cUxNc1NibUVycVBfejhnVnY3eHF3SjZUWGxUc3RVM0djVVQ2WDRJeFM5NkZmTHhPbE1UX19HdVNwa01tS1Q2VUdVUkRWY3pPaTc1ZEptS2ptcWFhNnFlby1fZ3BnVGNPamdITWxzNXFRbXB0MjFKQkU0ZFMxWTZrLVNDNFduTXR4NGhXV0c1WVJSWUY3RXczT0E?oc=5\" target=\"_blank\">Letter: AI could work for public benefit in Asheville</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Mountain Xpress</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-08-01T15:03:54+00:00","fetched_at":"2026-08-01T15:15:04+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://mountainx.com/opinion/letters/letter-ai-could-work-for-public-benefit-in-asheville/","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":389,"usable_text_length":389,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":389}},"news_item":{"id":51298,"canonical_url":"https://mountainx.com/opinion/letters/letter-ai-could-work-for-public-benefit-in-asheville/","source_url":"https://mountainx.com/opinion/letters/letter-ai-could-work-for-public-benefit-in-asheville/","title":"Letter: AI could work for public benefit in Asheville - 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