works on
benchmarking 1code editing automation 1execution efficiency 1LLM agents 1task complexity estimation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

Do AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and Execution

Junjie Yin, Xinyu Feng

The paper introduces a method (E3) for large language model agents to estimate task difficulty and execute only the minimal necessary steps, reducing redundant computation when edi…