Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2608.12358.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The paper introduces Interaction Readiness, a framework for evaluating role-bearing AI agents by separating content specifications (what an agent knows) from interaction specifications (how it conducts itself in a role). A tutoring case study shows content accuracy and interaction quality are independent dimensions, with authority miscalibration as a persistent failure. It offers a specification template and audit procedures for pre- and post-deployment use.

Frames agent evaluation around role behavior, not just output. The authority-miscalibration finding and pre-deployment audit template are directly useful for teams building role-bearing systems.

Cited by

No citations on record.