Author

Yiru Xi

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#artificial intelligence Review Aug 2026

Auditing Anonymous AI Models: A Four-Stage Protocol for Black-Box Identity Verification

A four-stage forensic audit protocol for API-served models, validated prospectively on a flagship case whose 2026-08-23 analysis pointed to the GLM-5.3 version line and whose official reveal confirmed those family and version-line inferences.

Yiru Xi · 0 citations

Preprint Aug 2026

Persona-Execution Separation: An Architecture Pattern for Evolving LLM Agents under Execution Audit

This work presents Persona-Execution Separation (PES), which applies when multi-user deployment, execution audit, and persona churn hold jointly and follows from three goals: free drift, execution traceability, and decoupling.

Yiru Xi · 0 citations