Google's vertical integration strategy gives it an edge in the AI cost war

Summary

The article analyzes how Google is leveraging the same strategy that won the search engine wars—vertical integration and controlling the full technology stack—to dominate the AI landscape. By owning everything from chips (TPUs) to data centers, foundational models (Gemini), and consumer products, Google can offer cheaper AI inference costs than competitors like OpenAI and Anthropic. The piece highlights that as inference costs become a race to the bottom, Google's vertically integrated approach gives it a structural advantage, allowing it to subsidize AI services much like it did with search.