Source record

Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2609.26865.

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 introduces Safety Nudges, a browser tool that flags concerning chatbot behavior (hallucination, sycophancy, overconfidence, anthropomorphism) in real time. A two-week field study with 45 frequent chatbot users found the tool useful, clear, and minimally disruptive, and increased risk awareness, but awareness did not translate into measurable behavioral change.

Field-tested design with a counter-intuitive finding: surfacing AI risks to users raises awareness without changing behavior, so calibration and user control matter more than alert volume.

Cited by

No citations on record.