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NeurIPS 2025 workshop · Spotlight

The Anatomy of Alignment: Decomposing Preference Optimization by Steering Sparse Features

Jeremias Ferrao, Matthijs van der Lende, Ilija Lichkovski

A transparent view of preference optimisation reveals how models can learn to favour style and formatting over honesty.

From the SAIN community. Shared here under CC BY 4.0; the original is on arXiv.

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