Instructions Are Evidence, Not Objectives: Measuring Outcome Alignment of Agents

Kaiming Liu, Yuxuan Liu, Jinrui Ju +4

Large language model agents can follow complex human instructions to solve real-world tasks. In practice, however, initial instructions are often incomplete. In our analysis of 100…