New research in adaptive reasoning systems shows promise for making AI decision-making more transparent and enterprise-ready, but IT leaders must balance these advances against historical patterns of technology adoption cycles. Organizations should pursue measured deployment strategies while building internal expertise in explainable AI architectures.
