@misc{activation-oracles,
  title = {Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers},
  url = {https://truthful.ai/papers/activation-oracles/},
  author = {Adam Karvonen and James Chua and Clément Dumas and Kit Fraser-Taliente and Subhash Kantamneni and Julian Minder and Euan Ong and Arnab Sen Sharma and Daniel Wen and Owain Evans and Samuel Marks},
  year = {2025},
  date = {2025-12-19},
  version = {Source capture 2026-10-25},
  note = {Source capture 2026-10-25}
}

@misc{activation-oracles-nuwa,
  title = {Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers — NUWA research record},
  url = {https://whitzard.tech/nuwa/whitzard-index/work/activation-oracles/},
  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--activation-oracles.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--activation-oracles.json.}
}