# Your AI Adoption Lift Is a Selection Effect

> Source: <https://ainexusdaily.vercel.app/article/2026-09-13-your-ai-adoption-lift-is-a-selection-effect>
> Published: 2026-09-13 12:00:02+00:00

# Your AI Adoption Lift Is a Selection Effect

A practitioner's guide to estimating what an opt-in AI feature actually did, when nobody randomized it. The post Your AI Adoption Lift Is a Selection Effect appeared first on Towards Data Science.

## Key Takeaways

- •A practitioner's guide to estimating what an opt-in AI feature actually did, when nobody randomized it. The post Your AI Adoption Lift Is a Selection Effect appeared first on Towards Data Science.
- •This story was reported by **Towards Data Science** , covering developments in the**newsletter** space.
- •AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage.

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