a16z 对谈前 Cisco 并购主管 Mike Volpi：AI 基建规模已达 GDP 约 2%
在 Cisco 做过 70 多起收购的 Volpi，把 AI 基建和当年互联网浪潮放在一起对比：投资强度从 GDP 的千分之几涨到 2%，但他反而更乐观。聊到 Nvidia 该怎么应对定制芯片挑战、GPU 为何保值，做基础设施投资的和创业的人都该听听。
前 Cisco 并购主管、Hanabi Capital GP Mike Volpi 在 a16z 播客中表示，他对这一轮 AI 周期比互联网泡沫时期更乐观。他给出的核心对比是：当年互联网建设的是通信，如今 AI 建设的是智能，而智能的经济价值可能高于通信。Guido Appenzeller 补充了一个关键数字差异：当年基础设施投资只占 GDP 的千分之几，如今 AI 基础设施投资已占 GDP 约 2%。
Volpi 在 Cisco 期间主导过 70 多起收购，这些收购资产后来贡献了公司一半收入。他据此判断，即便未来部分基础设施所有者更替，这些基础设施本身仍会保持价值。他同时提醒市场效率比 30 年前更高，这也是大量风险资本涌入 AI 的原因，但行业结构仍会经历一轮纠偏和洗牌。
对话还覆盖了 Nvidia 的主导地位、定制 AI 芯片的切入机会、数据中心网络在 AI 场景下的重构、旧款 GPU 为何保值等话题，并分享了他关于并购整合和创始人出售时机的经验。
Former Cisco M&A head Mike Volpi on why he’s more optimistic about AI than the dot-com era: the internet built communication, AI is building intelligence. Guido Appenzeller: “Is there one other big difference from how it was back then, which is that everything is now much, much larger? Back then we were investing a small fraction of a percent in infrastructure for the internet. Today we’re investing 2% or so of our GDP in AI infrastructure.” Mike: “It is much bigger, but in the 100,000 feet abstraction, what is it that is being built? Back then it was communication that was being built. Today we’re building intelligence. And the economic value of intelligence is probably higher than the economic value of communication.” “I also think that, believe it or not, it’s been nearly 30 years, the markets are more efficient now, which is why so much more risk capital is willing to make its way into AI.” “So net is, I’m actually more optimistic about this cycle, but I also believe that there will be some correction and some cleaning up of the industry structure.” @appenz @mavolpi
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