Latest Interviews
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Clear all filters- Stanford Online49 min
Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Coding AI
Guillermo Rauch, Apoorv Agrawal
Vercel, a $9.3 billion infrastructure firm founded by Guillermo Rauch, is pivoting its business model from standard web pages to "agentic infrastructure" to support the exponential growth of AI coding agents and token-based consumption. The company leverages a full-stack approach anchored in open source frameworks like Next.js, enabling enterprises such as Meta and Notion to deploy self-driving cloud capabilities that automate software configuration and security. This strategic shift, which has driven a threefold growth rate since October 2024, positions Vercel as the dominant platform for high-velocity, agent-generated code while redefining industry pricing and deployment standards.
- Stanford Online1h 4m
Stanford CS153 Frontier Systems | The Discipline of Delivering Value per Gigawatt
Google plans to expand its internal infrastructure to tens of gigawatts over the next four years, driving a strategic shift toward extreme system balance and specialized hardware like the TPU v8 series to overcome the 11% Model FLOPs Utilization limits of current clusters. As lead times for power procurement stretch to two to three years, the company is prioritizing energy abundance and grid integration through demand-response programs while redefining reliability standards to accept scheduled downtime in exchange for doubled compute capacity. This approach addresses critical bottlenecks in high-bandwidth memory supply and network latency, ensuring that future scaling efforts deliver maximum value per dollar rather than merely accumulating raw hardware assets.