Reddit, Shutterstock, and News Corp are making hundreds of millions a year licensing their high-quality data to companies training AI, and those contracts are growing about 20 percent annually, according to their quarterly filings.
这一数据揭示了AI训练数据市场的巨大经济价值，表明高质量数据已成为AI公司的战略资产。传统内容公司正在转型为AI的'输入公司'，这种转变不仅改变了他们的商业模式，也重新定义了数据在AI生态系统中的核心地位。
This marks the first institutional backing from a traditional financial giant for on-chain Agent payment infrastructure
令人惊讶的是：这竟然是传统金融巨头首次对链上代理支付基础设施的支持，说明AI代理经济已经发展到足以吸引顶级金融机构投资的程度，预示着一个全新的金融生态系统正在形成。
Each of these companies recognized the cognitive burden of unbundling. They're not selling features. They're selling trust.
令人惊讶的是：AI公司正在重新定义软件销售模式，从销售单一功能转向销售信任。这种转变反映了在快速变化的AI环境中，企业更愿意与能够提供长期稳定性和全面解决方案的供应商建立信任关系，而非购买多个分散的工具。
OpenAI shelves Stargate UK in blow to Britain's AI ambitions
令人惊讶的是：OpenAI搁置了价值310亿美元的英国AI投资项目，这是英国AI领域有史以来最大的单一投资失败，凸显了国际科技巨头对英国市场信心的动摇。
The new growth, by contrast, will increasingly sit in tokens, consumption, automations, outcomes, and machine-driven workflows. If you are not in the token path, you are not standing in the fastest-growing part of the budget.
令人惊讶的是：文章明确指出软件行业的增长将从传统的基于座位（seat-based）模式转向基于代币（token-based）的消耗模式。这种转变意味着软件公司需要重新思考其商业模式和定价策略，从订阅制转向按使用量付费。这一预测暗示了软件行业正在经历根本性的商业模式变革。
[[Cory Doctorow p]] on AI en the economic dynamic behind the hype that bigtech is pursuing to remain growth stocks even as monopolists. 'tech centaur' me in a car, a human head on something else vs 'reverse centaur' a meat puppet doing the machines bidding, e.g. an Amazon delivery driver
for - youtube - AI will end Capitalism - interview - Emad Mostaque - book - The Last Economy - to - book - The Last Economy - https://hyp.is/JGCVHsgrEfCKpkua_vRoBw/webstatics.ii.inc/The%20Last%20Economy.pdf
https://web.archive.org/web/20250719082633/https://paulkedrosky.com/honey-ai-capex-ate-the-economy/ by Paul Kedrosky On the enormous capital expenditures for AI related data centers, at the level of 2% US GDP. A volume big enough to influence overall economy / hide other currents in economy.
Building the New Economy · Works in Progress. (n.d.). Works in Progress. Retrieved June 16, 2020, from https://wip.mitpress.mit.edu/new-economy
Kozyreva, A., Lewandowsky, S., & Hertwig, R. (2019, December 4). Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools. https://doi.org/10.31234/osf.io/ky4x8
Gent, Edd. ‘Robots to the Rescue: How They Can Help During Coronavirus (and Future Pandemics)’. Singularity Hub (blog), 1 April 2020. https://singularityhub.com/2020/04/01/robots-to-the-rescue-how-they-can-help-during-coronavirus-and-future-pandemics/.