FIELD NOTES TOPIC
uncertainty-aware deferral
2 notes, newest first.
Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents
Researchers have proposed a framework called Think Short, Defer Smart (TSDS) for edge LLM agents that can handle complex multi-step tasks while managing their reasoning budget effectively. TSDS integrates a lightweight…
Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents
The paper proposes a framework called Think Short, Defer Smart (TSDS) for LLM agents that follow the ReAct paradigm. This framework helps manage reasoning budget and ensures reliability when deployed at the edge. It…
