IBM research proposes consistency guidelines, narrowing ReAct agents' Pass^5 gap from 24.4pp to 12.0pp
Your Agent Aced the Task. Will It Do It Again?
What happened
IBM researchers describe new consistency guidelines in altk-evolve, designed to address unstable results when an agent runs the same task repeatedly.
Why it matters
The paper quantifies the gap between Mean@k and Pass^k and shows that consistency guidelines cut it in half, offering a technique for agent-evaluation design.
Hugging FaceAgentsOpen sourcePapers and research#Research#Agent#Open-source ecosystem#arXiv#Hugging Face
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