Advanced28 min
Goodhart's Law in Machine Learning
The four mechanisms — regressional, extremal, causal and adversarial Goodhart — and how each shows up in metrics, benchmarks and reward models.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- Goodhart
- metric gaming
- benchmark
- overoptimisation