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PreprintCC BY 4.0Zenodo

Measuring AI Chatbot Empathy: A Verify-Before-Commit Guide

Abstract

A verify-before-commit guide reveals why nearly half say empathy is impossible to measure, as no systematic reviews exist for tools assessing empathic ability.

Independent technical note mirroring the canonical version: https://aimentalhealthadvisor.com/blog/measuring-ai-chatbot-empathy-a-verify-before-commit-guide.php

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BibTeX
@misc{myers2026measuring,
  title = {{Measuring AI Chatbot Empathy: A Verify-Before-Commit Guide}},
  author = {Brandon Myers},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23681099},
  url = {https://zenodo.org/records/23681099},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Measuring AI Chatbot Empathy: A Verify-Before-Commit Guide
AU  - Brandon Myers
PY  - 2026
DA  - 2026/10/26
PB  - Zenodo
DO  - 10.5281/zenodo.23681099
UR  - https://zenodo.org/records/23681099
AB  - A verify-before-commit guide reveals why nearly half say empathy is impossible to measure, as no systematic reviews exist for tools assessing empathic ability.  Independent technical note mirroring the canonical version: https://aimentalhealthadvisor.com/blog/measuring-ai-chatbot-empathy-a-verify-before-commit-guide.php
ER  -