Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts.

arXiv:2609.39365v2 Announce Type: replace-cross Abstract: Continual alignment requires LLMs to adapt to new requirements without forgetting previously acquired behaviors. Natural-language instructions are flexible and composable but offer only indirect control