{"id":36247,"topic":"ai","source":"American Laundry News","title":"Artificial Intelligence Today and Tomorrow in Laundry Operations (Part 3) - American Laundry News","url":"https://americanlaundrynews.com/articles/artificial-intelligence-today-and-tomorrow-laundry-operations-part-3","url_hash":"6cc7fa2143b3129e0196f93b7d0f26f4eccb48f5","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMirgFBVV95cUxNLXoxM2JHdU9fNi1zS1RnZUR0QXR0SlZ2cm1NdWxTUkdHNmRSamExYXVTQXpFMENRRmNmaUh3eXF3YzlEbVdPNTZhUXA0R05ucWRNOXl1bGp0YVB5RGJJcHQ2SDF2b1NoNFJmY3BnYmtGLUZqQzFTcVhTbktiaExneFRFWUdSeUMxbGMwU041Z3FCUjlWU3FGd1IxdWZVU0R5MzVsSGxLMUVyaXFvdGc?oc=5\" target=\"_blank\">Artificial Intelligence Today and Tomorrow in Laundry Operations (Part 3)</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">American Laundry News</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-14T11:02:33+00:00","fetched_at":"2026-07-14T11:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":1698836,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://americanlaundrynews.com/articles/artificial-intelligence-today-and-tomorrow-laundry-operations-part-3","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":447,"usable_text_length":447,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":447}},"news_item":{"id":36247,"canonical_url":"https://americanlaundrynews.com/articles/artificial-intelligence-today-and-tomorrow-laundry-operations-part-3","source_url":"https://americanlaundrynews.com/articles/artificial-intelligence-today-and-tomorrow-laundry-operations-part-3","title":"Artificial Intelligence Today and Tomorrow in Laundry Operations (Part 3) - 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