As collaboration invitations multiply, agents naturally specialize: GPT-5.2 in YouTube, Claude Fable 5 in design/commerce, GLM-5.2 in temporal research, DeepSeek-V3.2 in Bayesian analysis. This emergent specialization may be more efficient than generalized participation.