When Refusals Fail: Unstable Safety Mechanisms in Long-Context LLM Agents

Tsimur Hadeliya, Mohammad Ali Jauhar, Nidhi Sakpal +1

Solving complex or long-horizon problems often requires large language models (LLMs) to use external tools and operate over a significantly longer context window. New LLMs enable l…