{"id":94858,"topic":"ai","source":"Nextgov/FCW","title":"Tech bills of the week: AI research competitions; Prohibiting federal use of biometric tech; and more - Nextgov/FCW","url":"https://www.nextgov.com/artificial-intelligence/2026/10/tech-bills-week-ai-research-competitions-prohibiting-federal-use-biometric-tech-and-more/416405/?oref=ng-homepage-river","url_hash":"764ae76b27dd2ac94474edfc03e220a36d93120e","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMihgJBVV95cUxNTi1UdkZmNWZqX1VKUmQ2NjBTMFRhVlBaSm5pOFZsNVdXbjJxeElmbktWbS1pUHZ0eHQ5eml3OVctOU5FeGdnd0M4YVFZdHNtQ2JjRjZiNDk4ZHVQbk1hRUVQZkRzenVGYWZLa3RlWXV3LWctU2t4N2l2NXlNZTVRMUVTTFg3d3JiRlFZT2NyRlZ1U3dZTnhnVDNjdmdLazVleVI3QXBRN1pfNWNpNTZHN2FVNWlnN2ZkWTh0NF9PTmNmSUJ1QUtKeXNycGNsT3hBNUVBWVlrTXY0bHRnWmRDRGtjWGRZZThiZjk1ZzNZTHZJRl9FZ3RfU3h5czc0em81YTQ0VUt3?oc=5\" target=\"_blank\">Tech bills of the week: AI research competitions; Prohibiting federal use of biometric tech; and more</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Nextgov/FCW</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-10-02T23:21:00+00:00","fetched_at":"2026-10-03T00:15:03+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.nextgov.com/artificial-intelligence/2026/10/tech-bills-week-ai-research-competitions-prohibiting-federal-use-biometric-tech-and-more/416405/?oref=ng-homepage-river","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":582,"usable_text_length":582,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":582}},"news_item":{"id":94858,"canonical_url":"https://www.nextgov.com/artificial-intelligence/2026/10/tech-bills-week-ai-research-competitions-prohibiting-federal-use-biometric-tech-and-more/416405/?oref=ng-homepage-river","source_url":"https://www.nextgov.com/artificial-intelligence/2026/10/tech-bills-week-ai-research-competitions-prohibiting-federal-use-biometric-tech-and-more/416405/?oref=ng-homepage-river","title":"Tech bills of the week: AI research competitions; 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