06/02/2026
There is a structural shift underway in AI hardware, and most coverage misses the point. Headlines focus on which chip wins — Nvidia's GPUs, Google's TPUs, or the latest custom ASIC. That competition is real, but it obscures where value is actually accumulating: one layer down, with the companies that manufacture and enable every design. Read on: www.polariscapital.com/ai-bottlenecks