{"id":34739,"topic":"ai","source":"Oncodaily","title":"Roupen Odabashian on Building AI That Remembers Your Workflow - Oncodaily","url":"https://oncodaily.com/community/roupen-odabashian-540711","url_hash":"6b0b7b09857e2d10c7f3a4457a46f6f597887e08","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiZ0FVX3lxTFBqQzllX2VHdzljR0dCckcxZTZ2dUdvMzdFVkJBb0RseU1NdnVCVTlWT080VHhVRDNEbDdqblpBdENNbVBZb1hlcnNhbVAxM3ZwWU9WUGFfWWJSaXZFZy1taXRaQXhKZ00?oc=5\" target=\"_blank\">Roupen Odabashian on Building AI That Remembers Your Workflow</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Oncodaily</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-12T14:45:41+00:00","fetched_at":"2026-07-12T15:15:04+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://oncodaily.com/community/roupen-odabashian-540711","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":327,"usable_text_length":327,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":327}},"news_item":{"id":34739,"canonical_url":"https://oncodaily.com/community/roupen-odabashian-540711","source_url":"https://oncodaily.com/community/roupen-odabashian-540711","title":"Roupen Odabashian on Building AI That Remembers Your Workflow - 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