{"id":50998,"topic":"ai","source":"UC Davis College of Engineering","title":"Race Matters: When AI Learns Our Bias featuring Professor of Computer Science Ian Davidson - UC Davis College of Engineering","url":"https://engineering.ucdavis.edu/events/race-matters-when-ai-learns-our-bias-featuring-professor-computer-science-ian-davidson","url_hash":"9b57e32055fe647a7f228faf2d79941e81e7f215","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiwwFBVV95cUxOV0JUc2VseXBTZGV0UHk1UU4yRzNFNkJKZVZBZ1hCLWNJeUxmZEQyR21LbXI3U3FtX2F5Ml9QdjJud3Nsa0xMdnhYVk91OGI5N2xKVXNJWm5KWE90cl9CbnI0QjBpTktVQjUyMU4yWnJqaEc1WC1ac3BzQkRDR29WZU94QVVtYUxlXzhPVDVoV0ozaDdrRkx4bmxhaHhQX1NjUDZwcG9PVTJRZk13dk9DTy1naTI1cmg3dmxtOGJJSXZ6M2s?oc=5\" target=\"_blank\">Race Matters: When AI Learns Our Bias featuring Professor of Computer Science Ian Davidson</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">UC Davis College of Engineering</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-31T23:23:37+00:00","fetched_at":"2026-08-01T00:15:04+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://engineering.ucdavis.edu/events/race-matters-when-ai-learns-our-bias-featuring-professor-computer-science-ian-davidson","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":502,"usable_text_length":502,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":502}},"news_item":{"id":50998,"canonical_url":"https://engineering.ucdavis.edu/events/race-matters-when-ai-learns-our-bias-featuring-professor-computer-science-ian-davidson","source_url":"https://engineering.ucdavis.edu/events/race-matters-when-ai-learns-our-bias-featuring-professor-computer-science-ian-davidson","title":"Race Matters: When AI Learns Our Bias featuring Professor of Computer Science Ian Davidson - 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