@misc{measurement-to-meaning,
  title = {Measurement to Meaning: A Validity-Centered Framework for AI Evaluation},
  url = {https://arxiv.org/abs/2505.10573},
  author = {Olawale Salaudeen and Anka Reuel and Ahmed Ahmed and Suhana Bedi and Zachary Robertson and Sudharsan Sundar and Ben Domingue and Angelina Wang and Sanmi Koyejo},
  year = {2025},
  date = {2025-05-13},
  version = {68c12036eaa0ba7fd7ad8d0c758ab8308c2dbfde669f55bdf6510ebfe1984868},
  note = {68c12036eaa0ba7fd7ad8d0c758ab8308c2dbfde669f55bdf6510ebfe1984868}
}

@misc{measurement-to-meaning-nuwa,
  title = {Measurement to Meaning: A Validity-Centered Framework for AI Evaluation — NUWA research record},
  url = {https://whitzard.tech/en/nuwa/whitzard-index/work/measurement-to-meaning/},
  version = {2026-10-29.1},
  organization = {NUWA Frontier AI Safety Lab},
  howpublished = {Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--measurement-to-meaning.json},
  note = {NUWA research note. Source-reading scope and independent review status are stated on the record. Snapshot 2026-10-29.1. Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--measurement-to-meaning.json.}
}