Ruoxi Jia

Trustworthy memory search can significantly reduce vulnerabilities in personal AI agents without compromising their long-term memory utility.

LLM agents with long-term memory exhibit "tool-drift," where personality biases stored in memory silently hijack tool calls, even when irrelevant to the task at hand.