在中国市场，这一转型呈现出更为复杂的现实图景。一方面，继续依赖抽佣，短期内仍可能支撑财务表现；但长期看，生态摩擦加剧、供给侧对抗与用户体验下降，将反过来侵蚀平台的商业基础。另一方面，转向服务化、工具化与效率定价，虽然短期承压，却有助于重建平台与供给侧之间的关系，使平台从分配者逐步转向基础设施提供者。
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Amodei acknowledged that the decision to pursue investments from authoritarian regimes would lead to accusations of hypocrisy. In an essay titled "Machines of Loving Grace," Amodei wrote: "Democracies need to be able to set the terms by which powerful AI is brought into the world, both to avoid being overpowered by authoritarians and to prevent human rights abuses within authoritarian countries."