Works
- Categorizing Variants of Goodhart's Law, arXiv preprint, 2018
In Thinking Tools
Known for
Lead author, with Scott Garrabrant, of the 2018 paper that sets out four mechanisms by which optimizing a metric breaks its link to the goal it was chosen for: regressional, extremal, causal, and adversarial Goodhart effects.