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AWS Machine Learning Blog

Improving HCLS AI reasoning with open-source agent skills

AI agents on foundation models often misapply healthcare and life sciences decision frameworks, citing the right guideline but applying it incorrectly. This post shares 38 open-source agent skills across 11 HCLS domains that close this gap, with installation steps, three worked use cases, and a 410-prompt evaluation showing a 70-86% win rate.

Amazon BedrockAmazon Quick SuiteAnnouncements
AWS Machine Learning BlogRead original
ExternalSoftware Engineering
DZone

The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AI

Most enterprises have all three pieces. A process automation layer. A data integration strategy. An AI initiative. Yet critical decisions still fail, agents still hallucinate, and workflows still run on yesterday's data. The investments exist. The convergence does not. The problem is not a lack of technology, but a lack of architectural thinking.  Process intelligence, event-driven integration, and trusted agentic AI are being built in isolation, by different teams, with different goals, on diff

DZoneRead original

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