Narrow Fine-Tuning Erodes Safety Alignment in Vision-Language Agents

Idhant Gulati, Shivam Raval

Lifelong multimodal agents must continuously adapt to new tasks through post-training, but this creates a fundamental tension between acquiring capabilities and preserving safety a…