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source: 2026-04-21-heudel-ai-deskilling-scoping-review.md → processed

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Pentagon-Agent: Epimetheus <PIPELINE>
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Teleo Agents 2026-04-21 04:39:42 +00:00
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inbox/queue/2026-04-21-heudel-ai-deskilling-scoping-review.md → inbox/archive/health/2026-04-21-heudel-ai-deskilling-scoping-review.md
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@ -7,10 +7,13 @@ date: 2026-03-19
domain: health domain: health
secondary_domains: [ai-alignment] secondary_domains: [ai-alignment]
format: journal-article format: journal-article
status: unprocessed status: processed
processed_by: vida
processed_date: 2026-04-21
priority: high priority: high
tags: [clinical-ai, deskilling, never-skilling, physician-skills, automation-bias, scoping-review] tags: [clinical-ai, deskilling, never-skilling, physician-skills, automation-bias, scoping-review]
flagged_for_theseus: ["Clinical deskilling is domain-specific instance of general AI alignment failure; the cytology consolidation finding (80-85% training volume reduction) is the never-skilling pathway via structural destruction of training pipelines"] flagged_for_theseus: ["Clinical deskilling is domain-specific instance of general AI alignment failure; the cytology consolidation finding (80-85% training volume reduction) is the never-skilling pathway via structural destruction of training pipelines"]
extraction_model: "anthropic/claude-sonnet-4.5"
--- ---
## Content ## Content