Applied research failure modes

Applied research teams slow down not because they lack good ideas but because of simpler issues: unclear metrics, confusing experiment design, poor iteration loops, and vague takeaways. I've been working on applied research 1 in some form for my entire career so far. These are notes for early-career quants, ML researchers, and other applied computer scientists trying to improve their research…