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#artificial intelligence Preprint Sep 2026

Identity Is More Than Recall: A Benchmark for Persistent Identity in Deployed AI Agents

Persistent agents need evaluations that distinguish identity facts they can recall from those they express and enact. We introduce PAI-Bench, a provider-neutral benchmark for fidelity to a versioned, update-governed identity contract. It separates recall, composition, behavioral enactment, resistance, persistence, line...

Zhen-Yu Zhao, Roy Zhao · 0 citations
Review Jul 2026

Code Is the Body: Agent-Owned Software Bodies for Recursive Evolution and Descent

The OurArk architecture for persistent personal agents centered on an agent-owned software body: an identity-bearing, inspectable, and versioned artifact under human custody that provides a concrete substrate for personal agents that people can possess, govern, specialize, and evolve over time.

Roy Zhao, Zhen-Yu Zhao · 0 citations

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