AI research agents are unreliable in production because of randomness in how they search, summarize, and reason—but you can fix this with structu...
Research agents that gather information to answer questions produce different results each time you run them with the same question. This paper identifies where that randomness comes from and proposes ways to make these systems more reliable—reducing variability by 22% while keeping quality high.