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A/B testing? Oh, that’s like a little science experiment for marketers! Imagine you’re trying to pick the best outfit for a party. You try on two looks (A and B), and then you ask your friends which one they like better. In the marketing world, it’s the same idea—you show different versions of a webpage, ad, or email to two groups of people and see which one gets more love (clicks, sign-ups, or sales). It’s the ultimate “choose your favorite” game, but with data doing the judging instead of your friends.

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LLMs metrics

Most teams evaluate LLMs using one metric—speed—but the teams that scale understand that reliability, cost, latency, and failure modes matter just as much as how fast a model can talk.