{"id":36509,"topic":"ai","source":"Consumer Finance Monitor","title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","url_hash":"40790c64ff1c98291db734076bb3196cdac4cd40","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-14T15:51:40+00:00","fetched_at":"2026-07-14T16:15:03+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://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}},"news_item":{"id":36509,"canonical_url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","source_url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","source_name":"Consumer Finance Monitor","author":null,"published_at":"2026-07-14T15:51:40+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","extraction":{"state":"failed","confidence":0.0,"error":"http_403","explanation":"Low confidence: HTTP extraction failure (http_403).","diagnostics_url":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","summary":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","source":"Consumer Finance Monitor","date":"2026-07-14T15:51:40+00:00","content":"","confidence":0.0,"diagnostics_url":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","quality_bucket":"failed","failure_kind":"http","retryable":false,"quality_reason":"Low confidence: HTTP extraction failure (http_403).","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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/36509","export_markdown":"/api/items/36509/export?format=markdown","export_json":"/api/items/36509/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/"},"formats":{"full":{"id":36509,"title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","source":"Consumer Finance Monitor","author":null,"published_at":"2026-07-14T15:51:40+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","full_text":null,"reading_time_min":1,"extraction":{"state":"failed","confidence":0.0,"error":"http_403","explanation":"Low confidence: HTTP extraction failure (http_403).","diagnostics_url":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}}},"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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}},"actions":{"read":"/item/36509","export_markdown":"/api/items/36509/export?format=markdown","export_json":"/api/items/36509/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/"}},"digest":{"id":36509,"title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","source":"Consumer Finance Monitor","topic":"ai","published_at":"2026-07-14T15:51:40+00:00","excerpt":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI…","quality_bucket":"failed","quality_reason":"Low confidence: HTTP extraction failure (http_403).","reading_time_min":1,"cluster_id":null},"card":{"display_title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","subtitle":"Consumer Finance Monitor · 2026-07-14","summary":"<a…","badges":["quality:failed","issue:http"],"links":{"read":"/item/36509","original":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","diagnose":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/"},"quality_warning":"Low confidence: HTTP extraction failure (http_403)."},"export":{"title":"FTC Takes Aim at AI Accuracy - Consumer Finance Monitor","url":"https://www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","summary":"<a href=\"https://news.google.com/rss/articles/CBMihgFBVV95cUxORVRQcE5RMldyWFV0S1FXZDg1SkQyem5rcUR2ZGoydUk2bmVRZUowbXpkdS03dVdVUlh2V08zbmxTci1nZnZIb0pRWDhoMkJFR0pLTm1zclJwOUxuMTFCLTN3NjJPOHRsckhnUHI3V3UyZUk3WGVxbHpuNk1BeE8xTVdDMWoyQQ?oc=5\" target=\"_blank\">FTC Takes Aim at AI Accuracy</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Consumer Finance Monitor</font>","source":"Consumer Finance Monitor","date":"2026-07-14T15:51:40+00:00","content":"","confidence":0.0,"diagnostics_url":"/api/diagnose?url=https%3A//www.consumerfinancemonitor.com/2026/07/14/ftc-takes-aim-at-ai-accuracy/","quality_bucket":"failed","failure_kind":"http","retryable":false,"quality_reason":"Low confidence: HTTP extraction failure (http_403).","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":352,"usable_text_length":352,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":352}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}