
The Velvet Panic: Inside Autumn’s 12.5-Million GPU Buying Frenzy, Tokyo Game Show’s Grand Stage, and the Scarcity Paradox
With discrete graphics shipments hitting four-year highs as gamers scramble ahead of AI memory shortages, and Tokyo Game Show 2026 opening its grandest floor yet, here is why front-loading your dream build is autumn’s ultimate power move.




