AI brokers are autonomous software entities designed to support agentic AI systems, specializing in automation, reasoning and adaptation. Agentic AI can gather data, program and act with significant amounts of autonomy. Our interpretability research prioritizes filling gaps still left by other kinds of alignment science. For illustration, we pre