Alphabet increased its equity capital raise to $84.75 billion, up from an initial $80 billion target. This massive injection funds the expansion of critical AI infrastructure. The move reflects the immense capital requirements of scaling large models. Practitioners should expect intensified competition for compute resources as the company accelerates its hardware build-out.