Q1 2026 earnings revealed AI investment has entered the 'promises must materialize' phase. Six structural checkpoints map the landscape: CapEx risks, silicon-agnostic bottlenecks, SaaS watershed, exponential cybersecurity demand, NVIDIA's five-layer counterattack.