SquidAgent: Parallelize Wisely, Coordinate Efficiently

Yexiong Lin, Shanshan Ye, Yu Yao +3

LLM-based agents solve complex multi-step tasks, but sequential execution incurs substantial latency. In principle, parallelizing work across multiple agents should yield near-line…