Tag archive: Data Science

sticky
Aug 13, 2026

When Can LLMs Replace Humans in A/B Tests?

TL;DR: LLM predictions can stand in for human outcomes in A/B tests, but only by assumption, not by design....
Data Science
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May 18, 2026

Better Experiments with LLM Evals — A funnel, not a fork

TL;DR  LLM evals, automated judges that assess relevance, coherence, and quality at scale, are a powerful new...
PlatformData ScienceData
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Jan 7, 2026

Why We Use Separate Tech Stacks for Personalization and Experimentation

The technical and practical rationale for a clear separation between these domains.
Developer ExperiencePlatformMachine LearningData ScienceData
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Nov 13, 2025

Shuffle: Making Random Feel More Human

Shuffle has always been one of Spotify’s most-used features, and also one of the most misunderstood. For...
ProductData Science