Hive: A Multi-Agent Infrastructure for Algorithm- and Task-Level Scaling

arXiv:2604.17353v1 Announce Type: new Abstract: Large language models are increasingly deployed as complex agentic systems that scale with task complexity. While prior work has extensively explored model- and system-level scaling, algorithm- and task-level scaling remain largely unaddressed, constraining the full potential of agentic systems. At the algorithm level, allocating additional inference-time computation can enhance workflow capacity but introduces cross-path redundancy: overlapping co