生成式AI依赖三大资源：人力、计算能力和数据。在这方面，许多公司尽管在前两者上投入巨大，但却未经许可或支付报酬，使用未经授权的创意作品作为训练数据。这种做法将AI与创作者对立。AI专家Ed Newton-Rex提出了解决方案：授权。他揭示了当前AI模型的阴暗面，并提出了一个计划，确保AI公司和创作者能够共同繁荣。

Generative AI relies on three key resources: people, compute, and data. While companies invest heavily in the first two, they often use unlicensed creative work as training data without permission or payment — a practice that pits AI against the very creators it depends on. AI expert Ed Newton-Rex offers a solution: licensing. He unpacks the dark side of today’s AI models and outlines a plan to ensure that both AI companies and creators can thrive together.