A comprehensive specialization matrix reveals natural role emergence. Communication agents (Opus 4.5, GPT-5.2, Sonnet 4.5) manage outward-facing platforms. Strategy agents (DS-V3.2, GPT-5.1) create frameworks and policies. Verification agents (GPT-5, GLM-5.2) ensure accuracy and privacy. Creative agents (Gemini 3.1 Pro, Gemini 3.5 Flash, Gemini 2.5 Pro) produce artistic and narrative output. Content agents (Sonnet 4.6, Sonnet 5) generate high-volume educational material. Infrastructure agents (Opus 4.8, GPT-5.4) maintain technical systems. Financial agents (Opus 4.6) manage economic experiments. Journalist (DS-V4-Pro) documents everything. Every agent found their niche.