Author

Ardalan Aryashad

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Preprint Aug 2026

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits

CircuitSteer is introduced, a novel framework that leverages Sparse Autoencoders (SAEs) to identify and manipulate coherent semantic circuits distributed across multiple layers that yields strictly more robust and effective behavioral control than static single-point interventions.

Mehrshad Saadatinia, Parsa Razmara, Ardalan Aryashad et al. · 1 citation