Rohan Paul@rohanpaul_ai · X《时代》杂志指出，谷歌在人工智能领域的领先地位，源于CEO桑达尔·皮查伊早期对DeepMind、TPU芯片、云基础设施及AI产品的一系列长期投资，而非对ChatGPT的仓促反应。其核心优势在于对研究、芯片、云服务、产品和覆盖数十亿用户的分发渠道实现全栈控制。通过将定制芯片制造与统一的研究实验室深度融合，谷歌获得了对AI架构的绝对控制权，能利用自研TPU高效执行复杂计算，同时让工程师得以低成本大规模扩展模型预训练，而无需像竞争对手那样承受高昂的外部芯片采购成本。
Time published a piece.
Google's AI position came from a long series of early bets by Sundar Pichai on DeepMind， TPUs， cloud infrastructure， and AI products， not from a last-minute reaction to ChatGPT.
Google's biggest strength in AI is its full-stack control of research， chips， cloud， products， and distribution across billions of users.
"Critics once underestimated CEO Sundar Pichai. Now， critics wonder if he's made Google too powerful"
Google just secured absolute architectural control over the AI landscape by merging its custom physical silicon manufacturing directly with a single unified research laboratory.