No AI Agent Without Identity (Part 2): Building the Layered Identity Model

This story was originally published on HackerNoon at: https://hackernoon.com/no-ai-agent-without-identity-part-2-building-the-layered-identity-model. AI agent identity must be layered: stable principals for governance, runtime identities for attribution, and audit records for accountability. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai-agents, #identity-and-access-management, #cybersecurity, #zero-trust, #ai-governance, #enterprise-security, #access-control, #iam, and more. This story was written by: @sebastianmartinez. Learn more about this writer by checking @sebastianmartinez's about page, and for more stories, please visit hackernoon.com. Part 2 of a 5-part series on agentic AI governance. This article explains why AI agent identity needs a layered model: stable agent principals for governance, temporal runtime or context identities for attribution, roles and policies for access control, and linked execution and audit records for accountability.