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extract: 2026-08-02-eu-ai-act-healthcare-high-risk-obligations

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23
inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json
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@ -1,13 +1,13 @@
{
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{
"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",
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"missing_attribution_extractor"
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"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"
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@ -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",
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"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-"
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"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",
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"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-"
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16
inbox/queue/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.md
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@ -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