AI RESEARCH
Mimetic Alignment with ASPECT: Evaluation of AI-inferred Personal Profiles
arXiv CS.AI
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ArXi:2603.26922v1 Announce Type: cross AI agents that communicate on behalf of individuals need to capture how each person actually communicates, yet current approaches either require costly per-person fine-tuning, produce generic outputs from shallow persona descriptions, or optimize preferences without modeling communication style. We present ASPECT (Automated Social Psychometric Evaluation of Communication Traits), a pipeline that directs LLMs to assess constructs from a validated communication scale against behavioral evidence from workplace data, without per-person.