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A [great article on the problem of over-optimisation](sohl-dickstein.github.io/2022/) of _proxies_ for the things we actually care about.
```
Goal: Rapid progress in science

Proxy: Pay researchers a cash bonus for every publication

Strong version of Goodhart's law leads to: Publication of incorrect or incremental results, collusion between reviewers and authors, research paper mills
```
sohl-dickstein.github.io/2022/

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