$25 billion is the size of Nvidia's return to the public bond market for the first time since 2021. The chipmaker is leveraging investment-grade credit to fund the massive capital requirements of AI infrastructure. This move highlights the extreme cost of scaling hardware. Practitioners should watch how this debt fuels future GPU production cycles.