Japanese stocks surged, led by AI-related companies, following a positive revenue forecast from US tech giant Nvidia Corporation. The Nikkei 225 saw significant gains as investors regained confidence in technology valuations, driven by Nvidia's strong earnings report and expectations of continued AI spending.