Nvidia’s dominance in AI hardware is facing a significant challenge as customers seek cheaper, purpose-built inference chips. Major tech companies like Google, Microsoft, and Meta are developing their own alternatives, directly competing with Nvidia’s established GPU dominance. This shift signals the end of Jensen Huang’s ‘one chip fits all’ era.