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Alyssa Nicoll

Data science text/image published 2026-07-08 · Open on LinkedIn ↗

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Beyond the Front End Field Notes — Day 2 Yesterday I learned that a bandit is not a variant. The variant is the thing users see. The bandit is the way users are dynamically routed between variants based on performance signals. A traditional A/B test keeps the split stable so you can get a cleaner read. A bandit changes the split as it learns, so more users can start seeing the option that appears to be working best.

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