Alphabet increased its planned equity raise to nearly $85 billion to fund aggressive infrastructure expansion. The capital targets data centers, custom chips, and AI hardware. This massive spend reflects the escalating cost of maintaining competitive scale. Developers should expect continued heavy investment in the underlying compute layers powering Google AI services.