Nvidia's quarterly outlook on Wednesday suggested demand from Microsoft, Amazon and other heavyweight tech companies racing to build out AI infrastructure remains robust, though the outcome failed to significantly quell fears of overspending in the booming industry.

While Nvidia delivered a surge in quarterly revenue, it said first-quarter margin would tighten as it ramps production of its new flagship AI chips.