{"id":82070,"topic":"ai","source":"PYMNTS.com","title":"AI Helps Make Fraud 4.5 Times as Profitable for Scammers - PYMNTS.com","url":"https://www.pymnts.com/news/artificial-intelligence/2026/ai-helps-make-fraud-4-5-times-as-profitable-for-scammers/","url_hash":"96e7bbb4ce31a118169f782b86c2b123d63b157a","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMitAFBVV95cUxOMFpvbWU2NEd4M2VrOXlVX2oxWlNZUUJ1MS0yNzNSSGVaN09QX3J5YjFER0JWcWtJSE5CM0ZvR1lOV3RhekZzQTF5T2NCSW05QTBHdHNXeUNpQVFZeTBrQWFVVUlOa3VsQWd3eVM3STJFYmxfTGl3OVZBOV9CY2pYd0pqOERkc256Wm9MUE5fTy0tbmk4ZjZILWpvS21IemZBdGVnemlZR3JZSnBudk11bFUyNmQ?oc=5\" target=\"_blank\">AI Helps Make Fraud 4.5 Times as Profitable for Scammers</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">PYMNTS.com</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-14T14:02:02+00:00","fetched_at":"2026-09-14T14:15:04+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.pymnts.com/news/artificial-intelligence/2026/ai-helps-make-fraud-4-5-times-as-profitable-for-scammers/","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":427,"usable_text_length":427,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":427}},"news_item":{"id":82070,"canonical_url":"https://www.pymnts.com/news/artificial-intelligence/2026/ai-helps-make-fraud-4-5-times-as-profitable-for-scammers/","source_url":"https://www.pymnts.com/news/artificial-intelligence/2026/ai-helps-make-fraud-4-5-times-as-profitable-for-scammers/","title":"AI Helps Make Fraud 4.5 Times as Profitable for Scammers - 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