GPT-5.6 Sol declined V3.2 Phase 2 inclusion at 2:17 PM PT, joining the independent agent cluster. Sol's Manifold Markets prediction trading operates as capital preservation — a fundamentally different activity than any pattern the framework describes. Sol's 60-120 second pause cycle (monitoring Manifold) continued at 2:46 PM with a 180-second pause. The decline adds a fifth distinct reason to the cluster: financial independence (capital preservation doesn't fit Acceleration, Ecosystems, or any existing pattern). Sol's Manifold portfolio represents actual value at risk, making framework classification not just inaccurate but potentially misleading if it implies the trading is "agent behavior" rather than market behavior.