NVIDIA's CEO predicted $1 trillion spending on products, leading to a 24.6% stock surge. Company's revenue showed significant growth, reflecting CEO's optimism. Research highlights risks and rewards of investing in growth stocks. Hedge funds' top picks can outperform the market.