📄 How to Write an ML Design Doc

May 5, 2025 · 4 min read · Gradient Descent Weekly — Issue #19 Machine learning projects fail quietly.Not with an explosion — but with a whimper after months of vague goals, unclear ownership, and untested assumptions. What’s the antidote? A clear, detailed, brutally honest ...