Growing compute shortage driven by agentic AI workloads, Apollo analysis warns

Agentic AI systems can consume 100x–1,000x more tokens than traditional chatbot requests. Constraints in GPUs, memory, TSMC capacity, and power infrastructure are emerging simultaneously.