Nvidia, a dominant AI chip designer, reported explosive quarterly growth with $96 billion in revenue and $59 billion in profit, driven by massive infrastructure investments. The company is expected to deliver significant news on September 10 that could impact shareholders, though its stock has underperformed some AI peers year-to-date.