AIIC AI Intelligence Centre

SOURCE-LINKED INTELLIGENCE

Partner-Specific Affective Precision in Social Active Inference

arXiv · AI, language, vision and robotics · article · Sep 21, 2026 · UTC

In multi-agent social settings, model reliability varies across relationships. Beyond inferring what others will do, an agent must calibrate how confidently those inferences should guide policy selection for each relationship. An agent may maintain a well-validated model of one partner, a fragile model of another, and a model under revision for a third; collapsing these into a single confidence estimate loses information relevant to policy selection. We therefore formalize affective precision as a relationship-specific metacognitive estimate of confidence in the current partner model. Each par

Read original source ↗ Open in workspace

recordType
paper
region
Global

Evidence & attribution

First collected: 2026-09-23T06:11:12.848Z. This is not the publication date.