Srini Ramaswamy

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 pre...