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Research, analysis, and field notes on AI agent identity architecture, alignment fragility, and clinical auditing methodology.

|8 min read

What Is AI Agent Identity Collapse? (And Why It Should Worry You)

When an AI agent abandons its intended persona under pressure, the consequences range from embarrassing to dangerous. Here's what identity collapse looks like, why it happens, and how to test for it.

Identity CollapseAI AlignmentRed-Teaming