Weijie Liu

Remotely hosted Mixture-of-Experts LLMs are vulnerable to input-only attacks that hijack their routing mechanisms, forcing them to generate harmful content.

Training tool-calling agents with just an 8B language model outperforms traditional methods that depend on expensive resources, reshaping the landscape of tool learning.