Swiss-Knife: A Framework for Reconfigurable Externalised Multi-Objective Alignment at Decode Time

Decode-time alignment methods steer a frozen language model by scoring candidate continuations with an external reward and selecting the maximiser. We argue that this shared design is a single degenerate point in a much larger space. We introduce Swiss-Knife, a framework for externalised multi-objec