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Introduces AHOIS, a multi-agent AI scientist that embeds Socratic midwifery into closed-loop experimentation for epistemic autonomy, enabling autonomous hypothesis construction, testing, and revision in high-dimensional physical systems as demonstrated on a multimode-fibre optical platform.