VIAS: Value-Isolating Activation Steering for Multi-Value Alignment and Compliance for Organisations

In 30 Sekunden

Was passiert ist

Researchers propose VIAS, a method to steer language models toward organizational values by adding vectors to internal activations, improving multi-value compliance beyond prompting alone.

Warum es zählt

Matters for engineers deploying LLM agents in organizations where multiple compliance values must be satisfied simultaneously without retraining models.

Achtung

VIAS reduces vector overlap but does not achieve fully independent control over individual values; results vary across model sizes and architectures tested.