Nvidia CEO Declares AI PC Reinvention A "New Beginning" On Par With Smartphone Shift

Nvidia unveils 'new era of PC' for AI age: Five key takeaways from GTC

Nvidia and Microsoft unveiled RTX Spark for AI agents on PCs and Vera CPU for 1.8x faster agent execution, fall launch. Peak compute demand for profitable AI signals shift toward home AI supercomputers, reshaping hardware budgets from cloud to edge.