Session

AI Agents as Team Members: An Autonomy Ladder with Guardrails and Audit Receipts

Lakshmi Priya Gopalsamy presents an autonomy ladder for AI agents—from assistive to delegated—and the guardrails that make it safe: scoped entitlements, deterministic gates, escalation paths, and audit receipts for every decision.

Lakshmi Priya Gopalsamy

Independent Researcher & Technology Lead, Software Engineering - USA

Plymouth, Minnesota, United States

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