Apollo Global Management Inc. and Blackstone Inc. are arranging roughly $36 billion [1] in debt financing to buy AI chips for Anthropic PBC.

The deal represents a massive scaling of hardware infrastructure for one of the leading AI startups. By securing these funds, Anthropic can expand its computing capacity without depleting its immediate cash reserves.

The financing is intended specifically for the purchase of Google Tensor Processing Units, known as TPUs [3]. These specialized chips are designed to accelerate machine learning workloads, and they are critical for training and deploying large-scale artificial intelligence models.

Reports on Thursday indicated that the two investment firms are shopping the debt package to potential investors [2]. This arrangement allows Anthropic to acquire the necessary hardware to keep pace with the rapid growth of the generative AI sector.

Apollo and Blackstone are working together to structure the debt, which will fund the expansion of Anthropic's AI infrastructure [1]. The scale of the $36 billion [1] package highlights the immense capital requirements currently facing the AI industry as companies race to build more powerful systems.

The move underscores the growing reliance of AI developers on specialized hardware. As demand for compute power increases, the cost of acquiring top-tier chips has become a primary barrier to entry and expansion for AI firms.

Apollo and Blackstone are arranging roughly $36 billion in debt financing to buy AI chips for Anthropic.

This transaction signals a shift in how AI infrastructure is funded, moving from venture capital equity toward massive debt instruments. By leveraging the balance sheets of Apollo and Blackstone, Anthropic can secure the hardware necessary to compete with other tech giants while managing its capital structure. It also reinforces the strategic importance of Google's TPUs as a viable alternative to Nvidia's dominance in the AI chip market.