aiqbench analysis

TSMC's deployment of scouts to US datacenter sites highlights a critical infrastructure bottleneck: even with massive capital allocation, the availability of reliable power and completed construction timelines remains the primary constraint on AI chip manufacturing capacity. This strategic move underscores that the immediate path to scaling AI models depends less on semiconductor design and more on the physical readiness of the energy grid and facility networks required for high-density compute clusters.