diff --git a/inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json b/inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json index b7c6eab95..ac1f86ae6 100644 --- a/inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json +++ b/inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json @@ -1,13 +1,13 @@ { "rejected_claims": [ { - "filename": "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md", + "filename": "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md", "issues": [ "missing_attribution_extractor" ] }, { - "filename": "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md", + "filename": "nhs-dtac-v2-creates-parallel-uk-clinical-ai-safety-regime-with-april-2026-deadline.md", "issues": [ "missing_attribution_extractor" ] @@ -16,19 +16,20 @@ "validation_stats": { "total": 2, "kept": 0, - "fixed": 6, + "fixed": 7, "rejected": 2, "fixes_applied": [ - "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:set_created:2026-03-23", - "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:stripped_wiki_link:healthcare-ai-regulation-needs-blank-sheet-redesign-because-", - "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:stripped_wiki_link:human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alon", - "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:set_created:2026-03-23", - "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:stripped_wiki_link:human-in-the-loop-clinical-ai-degrades-to-worse-than-ai-alon", - "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:stripped_wiki_link:OpenEvidence-became-the-fastest-adopted-clinical-technology-" + "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md:set_created:2026-03-23", + "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md:stripped_wiki_link:healthcare-AI-regulation-needs-blank-sheet-redesign-because-", + "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md:stripped_wiki_link:human-in-the-loop-clinical-AI-degrades-to-worse-than-AI-alon", + "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md:stripped_wiki_link:medical-LLM-benchmark-performance-does-not-translate-to-clin", + "nhs-dtac-v2-creates-parallel-uk-clinical-ai-safety-regime-with-april-2026-deadline.md:set_created:2026-03-23", + "nhs-dtac-v2-creates-parallel-uk-clinical-ai-safety-regime-with-april-2026-deadline.md:stripped_wiki_link:eu-ai-act-creates-first-mandatory-healthcare-ai-transparency", + "nhs-dtac-v2-creates-parallel-uk-clinical-ai-safety-regime-with-april-2026-deadline.md:stripped_wiki_link:healthcare-AI-regulation-needs-blank-sheet-redesign-because-" ], "rejections": [ - "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-effective-august-2026.md:missing_attribution_extractor", - "eu-ai-act-meaningful-human-oversight-requirement-may-be-incompatible-with-ehr-embedded-clinical-ai-that-presents-suggestions-at-decision-points.md:missing_attribution_extractor" + "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-regime-effective-august-2026.md:missing_attribution_extractor", + "nhs-dtac-v2-creates-parallel-uk-clinical-ai-safety-regime-with-april-2026-deadline.md:missing_attribution_extractor" ] }, "model": "anthropic/claude-sonnet-4.5", diff --git a/inbox/queue/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.md b/inbox/queue/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.md index 5671971e5..41a4c381b 100644 --- a/inbox/queue/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.md +++ b/inbox/queue/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.md @@ -14,6 +14,10 @@ processed_by: vida processed_date: 2026-03-23 extraction_model: "anthropic/claude-sonnet-4.5" extraction_notes: "LLM returned 2 claims, 2 rejected by validator" +processed_by: vida +processed_date: 2026-03-23 +extraction_model: "anthropic/claude-sonnet-4.5" +extraction_notes: "LLM returned 2 claims, 2 rejected by validator" --- ## Content @@ -86,3 +90,15 @@ EXTRACTION HINT: Extract the regulatory facts (high-risk classification, complia - EU AI Act requires public registration of high-risk AI systems in EU database - Training data must be 'well-documented, representative, and sufficient in quality' under EU AI Act - Meaningful human oversight must be 'designed into the system' per EU AI Act requirements + + +## Key Facts +- EU AI Act (Regulation 2024/1689) entered into force February 2, 2025 +- EU AI Act Annex III high-risk obligations effective August 2, 2026 for new deployments +- EU AI Act full manufacturer obligations effective August 2, 2027 for all high-risk systems +- NHS DTAC Version 2 published February 24, 2026 +- NHS DTAC Version 2 mandatory compliance deadline April 6, 2026 +- Healthcare AI classified as high-risk under EU AI Act Annex III and Article 6 +- EU AI Act requires public registration in EU database before market placement +- EU AI Act mandates training data be 'well-documented, representative, and sufficient in quality' +- EU AI Act requires disclosure of performance characteristics and limitations to users