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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Zhenyu Zhao, Roy ZhaoSeptember 15, 2026 (Sep 15)
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  • 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…
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Identity Is More Than Recall: A Benchmark for Persistent Identity in Deployed AI Agents

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