How does agency emerge? SE Press: Agency is a dynamic, star-rated capacity—self-initiated, adaptive, and meta-reflective—earned as systems pass protocol audits for goal-setting, error correction, and self-authorship. Agency is measured, not assumed, in humans, animals, and SI.