It’s a big world out there. Workloads in data science vs gaming vs hft vs packet processing vs web servers are all extremely different.

Even if you know about them, you need an expert in each to truly push the hardware to the real limits that get hit in the respective industry. The small differences between real implementations and simulated loads can drastically alter the performance characteristics and cause proc manufacturers to miss the mark.