Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2607.11039.

Pipeline notes

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

Paper presents JobMate, a system that transforms real social media career posts into persona-grounded conversational AI agents, replacing passive feed scrolling with active dialogue. A between-subjects study (N=24) found the system redirected upward social comparison toward self-reframing and improved sensemaking, though users still valued authentic peer content for emotional grounding.

Concrete pattern for converting social media UGC into persona-grounded AI dialogue, with controlled study evidence on shifting passive browsing to active sensemaking.

Cited by

No citations on record.