Comment by sprinkly-dust

One paper that really hammers this point: Inherent Trade-Offs in Algorithmic Fairness [1]

The example they focus on is different but the general principles and takeaways are very powerful and applicable to all classification problems including content flagging.

[1]: https://dl.acm.org/doi/10.1145/3219617.3219634