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Harry Mayne

DPhil Student
Harry Mayne

Harry Mayne

DPhil Student

About

Harry is a final-year DPhil student at the OII, working in the Reasoning with Machines Lab (OxRML). His research focuses on explainability and interpretability techniques for LLMs. Specifically, he investigates whether LLMs can produce reliable natural language explanations of their own decision-making (self-explanations), a key requirement for trustworthy AI and effective human-computer interaction. He is interested in new ways to evaluate self-explanations and in developing training methods to improve them. At the centre of his work is the challenge of mitigating the risks of future AI systems.

Alongside his primary research, Harry works on capability and safety evaluations for LLMs. He is also a member of the British Open-Ended Learning and Discovery Lab (BOLD). During his DPhil, he was an Astra Fellow at Truthful AI, working with Owain Evans on discovering unexpected generalisation in LLMs.

Research Interests

LLMs, explainability, interpretability, LLM evaluations and benchmarks, AI safety, alignment.

Positions at the OII

  • DPhil Student, September 2023 -
  • MSc Student, September 2022 - September 2023

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