Note that gpt-5 in a standard scaffold (Codex) lost to almost everyone, while in the ARTEMIS scaffold, it won. The key isn't the model itself, but the Triage Module and Sub-agents. Splitting roles into "Supervisor" (manager) and "Worker" (executor) with intermediate validation is the only viable pattern for complex tasks. This is a blueprint for any AI agent, not just in cybersec