Love for Believable AI: Artificial Partiality and Relationship Persistence as an Engineerable Stance
We study a behavioral mechanism for artificial partiality in conversational agents. The paper reports no human-subjects data and makes no claim about attachment, trust, perceived mind, or machine interiority. Partiality has two components: caring, defined as allocation of a finite interaction surplus above a guaranteed per-user service floor, and particularity, defined as a per-user state estimate accumulated from relationship history on fixed inference machinery. We implement both as a persistence layer over one open-weight base model and evaluate them on constructed multi-session relationships with known hidden-state schedules. A four-channel divergence compares known-user and stranger ...
| Authors | Sebastian Cochinescu |
|---|---|
| Primary category | cs.HC |
| Published | 7 October 2026 |
| Last updated at source | 7 October 2026 |
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