When you project a graph onto a scalar, you get Goodhart's law.
- When you project a graph onto a scalar, you get Goodhart's law.
- There are infinitely many ways to project a graph onto a scalar.
- It's not possible for you to fully specify it, so you get Genie behaviors, or even Monkey's Paw.
- The antidote is a rubric: a multi-dimensional bundle of scalars.