Alphabet (GOOG) shares climbed 0.95% to $340.97 intraday as the company deepened its AI infrastructure bet with a structured $40 billion commitment to Anthropic. The deal includes $10 billion upfront and $30 billion tied to performance milestones, signaling Google Cloud's ambition to dominate AI workloads.

The partnership secures 5 gigawatts of computing power over five years, accelerating tensor processing unit development for AI chip supremacy. This move comes as cloud providers scramble to lock in capacity for generative AI models.

Market observers note the investment mirrors NVIDIA's data center expansion playbook, with Alphabet positioning its custom chips as an alternative to GPU shortages. The capital deployment coincides with rising demand for AI compute across crypto mining operations and blockchain networks.