The competitive context surrounding this launch is unusually favorable for Alibaba, and it is worth understanding why. OpenAI's Sora... was discontinued... ByteDance's Seedance 2.0... indefinitely postponed the international launch
大多数人认为AI视频生成市场竞争激烈且参与者众多，但作者认为Alibaba实际上面临的是'竞争对手已退场'的独特局面。这挑战了'AI领域永远存在激烈竞争'的主流认知，表明市场有时会出现结构性真空，让原本处于劣势的玩家获得意外优势。
Some categories never developed a competitive response to this strategy : email, advertising infrastructure, user-generated video.
大多数人认为所有商业领域都有能力应对颠覆性竞争，但作者指出某些类别如电子邮件、广告基础设施等从未找到有效的竞争对策。这暗示了某些市场结构可能存在根本性弱点，无法通过传统竞争策略应对免费化浪潮。
Google Cloud launched a parallel $750m fund to pay McKinsey, Accenture, and Deloitte to train engineers and co-fund client AI projects.
谷歌云的7.5亿美元基金规模约为OpenAI DeployCo(100亿美元)的7.5%，但谷歌云直接向咨询公司支付费用而非承诺回报率。这反映了不同AI厂商采用的不同分销策略，OpenAI通过PE firms获得企业渠道，而谷歌云则通过咨询公司实现市场渗透。
Casio makes light-up keyboards, for example. So does Yamaha