From 9fd7dbaec5200f3df43edd8d802c0d902dfa23a7 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Mon, 23 Mar 2026 04:36:02 +0000 Subject: [PATCH] extract: 2026-08-02-eu-ai-act-healthcare-high-risk-obligations Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70> --- ...-act-healthcare-high-risk-obligations.json | 36 +++++++++++++++++++ ...ai-act-healthcare-high-risk-obligations.md | 18 +++++++++- 2 files changed, 53 insertions(+), 1 deletion(-) create mode 100644 inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json 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 new file mode 100644 index 00000000..b7c6eab9 --- /dev/null +++ b/inbox/queue/.extraction-debug/2026-08-02-eu-ai-act-healthcare-high-risk-obligations.json @@ -0,0 +1,36 @@ +{ + "rejected_claims": [ + { + "filename": "eu-ai-act-creates-first-mandatory-healthcare-ai-transparency-and-human-oversight-requirements-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", + "issues": [ + "missing_attribution_extractor" + ] + } + ], + "validation_stats": { + "total": 2, + "kept": 0, + "fixed": 6, + "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-" + ], + "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" + ] + }, + "model": "anthropic/claude-sonnet-4.5", + "date": "2026-03-23" +} \ No newline at end of file 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 5cbf7efd..5671971e 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 @@ -7,9 +7,13 @@ date: 2026-01-01 domain: health secondary_domains: [ai-alignment] format: regulatory document -status: unprocessed +status: null-result priority: high tags: [eu-ai-act, regulatory, clinical-ai-safety, high-risk-ai, healthcare-compliance, transparency, human-oversight, belief-3, belief-5] +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 @@ -70,3 +74,15 @@ The EU AI Act (formally "Regulation (EU) 2024/1689") establishes a risk-based cl PRIMARY CONNECTION: The claim that healthcare AI safety risks are unaddressed by market forces — the EU AI Act is the regulatory counter-mechanism WHY ARCHIVED: First external legal obligation requiring clinical AI transparency and human oversight design; creates a structural forcing function for what the research literature has recommended; the compliance deadline (August 2026) makes this time-sensitive EXTRACTION HINT: Extract the regulatory facts (high-risk classification, compliance obligations, deadline) as proven claims. Extract the "meaningful human oversight" interpretation as experimental. The NHS DTAC V2 April 2026 deadline deserves a separate mention as the UK parallel. Note the connection to OE specifically as an inference — OE hasn't announced EU market regulatory filings, but any EHR integration in a European health system would trigger Annex III. + + +## Key Facts +- EU AI Act (Regulation 2024/1689) entered into force February 2, 2025 +- Annex III high-risk AI obligations effective August 2, 2026 for new deployments +- Full manufacturer obligations effective August 2, 2027 for all high-risk AI 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 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