Beyond Retrieval: Evidence Access and Event Aggregation in Agent Memory
Ze-Rui Yang, Quan Xue, ChaoruiZhang et al.
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Persona Following Is Not Selective Control: The Neutrality Gap in LLM User Simulation
A systematic failure of selective control is identified and a disparity, the neutrality gap, demonstrates that successful persona following does not imply selective persona control, which additionally requires keeping non-target attributes stable.
Jia-Shen Ren, Wen-Lin Zhang, Bo-Han Zhang et al.
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