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Author

S. Ramaswamy

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2 papers indexed here

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Open access Sep 2026

Bounded Autonomy and Verifiable Safety for Agentic AI Enabled Automation

Agentic AI-enabled automation cannot be safely deployed in high-stakes environments on probabilistic reasoning alone. A recurring risk is epistemic drift: as reasoning deepens, system behavior may move away from subject-matter-expert constraints for safe operation. This paper presents BRaVeS, a bounded reasoning and sa...

S. Ramaswamy, Deveeshree Nayak · 0 citations
#artificial intelligence Review Sep 2026

SMARtCARE: Privacy-Preserving Agentic AI Systems for Bounded-Autonomy Clinical Decision Support

Evaluation combines a synthetic Monte Carlo study that validates the state-transition logic and estimator stability, not clinical performance, with real-data runs on both the MIMIC-III and MIMIC-IV Clinical Database Demos to support SMARtCARE as a traceable, privacy-aware mechanism for surfacing middle-context risk.

S. Ramaswamy, Deveeshree Nayak · 0 citations

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