Preprint
Jul 2026
Toward User-Conditioned Evaluation of Personal LLM Agents under Temporal Interventions
A minimal benchmark design and candidate reporting metrics for user-conditioned adaptation are proposed and a concrete design requirement for future personal-agent evaluation, with metrics used as reporting tools for that requirement.
Pinyan Qian, Su Wang, Yihang Chen et al.
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