When Context Hurts: The Crossover Effect of Knowledge Transfer on Multi-Agent Design Exploration

This research challenges the common belief that more context is always beneficial in AI agent orchestration, particularly in multi-agent software design. It identifies a "crossover effect" where context injection can either dramatically improve or degrade design exploration, with its direction predictable by the baseline exploration without context.