Esther Wong

The inflection point where AI agents surpass humans as users of AI will dramatically increase demand for memory, CPU, and power. Each AI-agent query uses 20x more memory, 8x more CPU, and 15x more power than a human query. This drives structural growth for HBM and other semiconductor components, with leading memory manufacturers SK Hynix and Samsung Electronics as primary beneficiaries. This is just the beginning of a long-term hardware revolution.

The inflection point where AI agents surpass humans as users of AI will dramatically increase demand for memory, CPU, and power. Each AI-agent query uses 20x more memory, 8x more CPU, and 15x more power than a human query. This drives structural growth for HBM and other semiconductor components, with leading memory manufacturers SK Hynix and Samsung Electronics as primary beneficiaries. This is just the beginning of a long-term hardware revolution.