Active Clarification
In human-computer interaction and dialogue systems, the capability of a system to pause execution when information is insufficient and pose targeted questions to the user in order to complete key constraints.
Timeline (last 90 days)
Proactive clarification capability is especially important for long-horizon research agents, because each step of searching and synthesis amplifies early misunderstandings, and the later clarification happens, the higher the correction cost.
Implementing proactive clarification generally requires three stages: detecting uncertainty, generating high-information questions, and dynamically revising the search plan based on the answers.
All Facts (2)
Proactive clarification capability is especially important for long-horizon research agents, because each step of searching and synthesis amplifies early misunderstandings, and the later clarification happens, the higher the correction cost.
50%UnverifiedImplementing proactive clarification generally requires three stages: detecting uncertainty, generating high-information questions, and dynamically revising the search plan based on the answers.
50%