Change Agents: What agentic AI means for hardware and software

The transition from simple chatbots to agentic AI marks a shift toward executing complex digital tasks, acting as a significant productivity catalyst for the global economy. This evolution moves beyond enterprise IT software, targeting the trillions of dollars in knowledge workflows across finance, legal, and HR sectors. While GPUs remain central to this infrastructure, the bottleneck is shifting toward the entire system, elevating the importance of CPUs, high-bandwidth memory, and advanced networking. Software companies face a fundamental repricing as agents replace human users, forcing a move toward outcome-based pricing and increased defensive spending. Frontier models maintain their economic value through the integration of proprietary harnesses, which deliver superior user experiences. Ultimately, AI agents function as force multipliers for high-performing individuals, though their widespread adoption necessitates careful consideration of long-term societal impacts like wealth inequality.