... diffs that do not match, and most of us file it under luck. A leaderboard published this month put a count on that luck, because it prints every trial: eight models, ten tasks, eight runs of each. We tallied the eighty cells. Six passed on every run, thirty-three failed on every run, and forty-one, more than half, landed somewhere between. Under it are two sources of variation, and they stack. The model hands back a probability for every ...

... project, forget to downgrade, and suddenly you're burning hundreds of dollars a month on software that overlaps or gathers digital dust. I recently did a deep-dive audit of our monthly stack, and seeing the total tallied up was a cold reality check. My entry on the wall of shame: $180/month going toward extra team seats on a project management tool we abandoned six months ago. It made me realize how easily these recurring expenses slip through the cracks ...

... nominations have been tallied and the finalists have been decided. It's time for you to vote for your favorite products of 2022 across 24 different categories and decide who wins a coveted Golden Kitty award. Voting is open today until Friday, January 20th, head over to the awards page to cast your votes. Who do you want ...