This chapter explores the complicated landscape of the US healthcare payment system, discussing the roles of government programs and commercial insurance. It highlights the challenges patients face in navigating in-network and out-of-network care options and the pressing need for cost transparency. The conversation emphasizes the use of data, including machine learning, to improve transparency and empower consumers in healthcare decision-making.

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