Just weeks after finalizing a landmark compute agreement, Anthropic and AI infrastructure company Nscale appear to be heading toward a second deal of the same staggering scale. According to a Bloomberg report citing individuals with knowledge of the discussions, the two companies are close to announcing another $45 billion compute partnership - mirroring the terms of an agreement they made public only about a month ago. Sources familiar with the matter noted, however, that negotiations remain ongoing and that the final terms are subject to change.

The original agreement between Anthropic and Nscale, which was disclosed just over a month ago, already represented one of the largest compute commitments in the AI industry's recent history. The prospect of a second deal of identical magnitude underscores the extraordinary pace at which leading AI developers are locking in long-term infrastructure capacity.

A Pattern of Large-Scale Infrastructure Commitments

Should the new agreement be finalized, it would mark the latest in a series of substantial compute deals Anthropic has pursued over the past year. The company has made securing significant computational resources a central part of its operational strategy, reflecting a broader industry trend in which AI developers are racing to guarantee access to the processing power needed to train and run increasingly complex models.

Not everyone views this approach favorably. The sheer volume of capital being directed toward AI compute infrastructure has raised concerns among some investors, who question whether the financial returns will justify the enormous upfront expenditures. Critics within investment circles have pointed to the growing gap between what AI companies are spending on infrastructure and the profits they are currently generating. Despite this skepticism, Anthropic has continued to pursue large-scale compute partnerships, operating on the conviction that the long-term payoff will validate the investment.

Both Companies Eyeing Public Markets

Adding another dimension to the story is the fact that both Anthropic and Nscale are actively working toward initial public offerings. Anthropic is still widely expected to make its stock market debut before the end of the current year, a move that would represent a major milestone for one of the most closely watched companies in the artificial intelligence sector.

Nscale is similarly pursuing a path to the public markets, though the company is facing some friction in that process. Bloomberg reported earlier this week that Nscale has encountered resistance from potential investors regarding its proposed valuation of $30 billion. That pushback could complicate or delay the company's IPO timeline, even as it simultaneously works to close what would be an enormous new compute deal with Anthropic.

The convergence of these developments - a potential repeat mega-deal, growing investor unease over AI spending levels, and two high-profile companies navigating the complexities of going public - positions this partnership as one of the more closely watched developments in the AI infrastructure space in the months ahead. Neither Anthropic nor Nscale has publicly confirmed the details of the reported new agreement as of the time of publication.