Collection

Tag: experimentation

A/B Testing Adaptive AI: Why Personalization Makes Experiments Harder

Adaptive AI changes the treatment while an experiment is running, which can violate assumptions behind ordinary A/B tests. Good experiments log policy, probability, context, and time.

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Dark Patterns at Machine Speed: How AI Can Automate Manipulative UX

Generative AI can create and test manipulative interface variants faster than human teams, so dark-pattern governance must constrain objectives, experiments, and generated UI before deployment.

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