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 # Inverse Constitutional AI
 
 This repository contains the official implementation of the *Inverse Constitutional AI* (ICAI) algorithm [[paper]](https://arxiv.org/abs/2406.06560). ICAI compresses pairwise preference datasets into a readable list of principles (constitution) that the annotations appear to follow (e.g. "select the friendlier response"). ICAI principles provide an interpretable overview of a feedback dataset, enabling users to discover *problematic annotation biases*  or *better understand differences between datasets, user groups or models*.
 
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 All code in this repo is licensed under [Apache-2.0](./LICENSE).