AuthGateBench: Benchmarking LLMs as Authorization Gate

Zhixiong Zhuang, Jin Jia, Zhiwei Shang +1

Automated approval systems let coding agents execute high-risk actions with minimal human oversight by delegating the authorization decision to a classifier, typically a large lang…