{"id":48210,"topic":"ai","source":"Computerworld","title":"AI has become Apple’s latest bug detective - Computerworld","url":"https://www.computerworld.com/article/4202355/ai-has-become-apples-latest-bug-detective.html","url_hash":"8cf9d9fbe8a4ec09de4bc4f291d39b0b5d4b7339","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMilwFBVV95cUxQTGthVEhnOXlxTXcyQWY3SnN3aTFkZzNjT1BCT2Q2OFNzd1lVSFQxQlJ4R2VpMEU5MkkyNkxLb25LTGZLanp2cElsS2hyeVVxODRTdlU1RWROTVcxcXdxa3UyY0EwWkFzdWhVZTI0M3Y0MzJNNW5SWXZfc3I5amF6N1pHdkduWnlkbjlYMklzUEtmTGJQbHFF?oc=5\" target=\"_blank\">AI has become Apple’s latest bug detective</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Computerworld</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-28T16:18:31+00:00","fetched_at":"2026-07-28T17:15:03+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.computerworld.com/article/4202355/ai-has-become-apples-latest-bug-detective.html","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":377,"usable_text_length":377,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":377}},"news_item":{"id":48210,"canonical_url":"https://www.computerworld.com/article/4202355/ai-has-become-apples-latest-bug-detective.html","source_url":"https://www.computerworld.com/article/4202355/ai-has-become-apples-latest-bug-detective.html","title":"AI has become Apple’s latest bug detective - 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