AI Industry Economics, Infrastructure & Sovereign Deployment

AI value increasingly depends on serving efficiency, KV-cache and memory movement, CPU and accelerator capacity, retrieval, routing, storage, energy, networking, depreciation, sandbox orchestration, and human oversight. Recent discussion of Homa's proposed AI-cluster networking architecture emphasizes that data movement may be a primary bottleneck, while local deployment continues to challenge cloud lock-in.