The entire AI capital cycle – roughly $700 billion in hyperscaler capex this year, an estimated $2 trillion-plus through 2028 – is collateralized by one belief: that intelligence is scarce, and therefore priceable. That belief is already under strain. Per-token inference prices have fallen on the order of 200× in a year, and the only thing holding revenue up is volume; the cost of intelligence is dropping even as the cost of deploying it climbs. Hyperscaler free cash flow is rolling over. The Fed has named AI capital spending a systemic risk.
And after falling behind in the race to build the best AI, Microsoft is setting up for a massive hedge. The company is on track to spend north of $120 billion this fiscal year – most of it on GPUs and the data centers that house them, $37.5 billion in a single quarter alone, pushing free cash flow negative for the first time in a generation. That is a company betting intelligence is scarce. Yet to the Wall Street Journal last week, Nadella argued the opposite is coming – that intelligence is about to get cheap. The tell isn’t a contradiction. It’s a hedge: if you can’t win the race to build the best model, you make the model worthless and own the road it runs on.
Microsoft is already executing on the hedge. In the weeks surrounding the interview, the company rolled out a new wave of lower-cost models and made Copilot Cowork generally available worldwide – an autonomous agent designed for long-running tasks that lets users (or the system) dynamically route work across multiple models, explicitly including cheaper options. Axios reported that Microsoft is also actively weighing whether to host a version of DeepSeek, the ultralow-cost Chinese model, directly inside Azure for Copilot customers. The model would be optional for users, fully hosted on Microsoft’s infrastructure, and wrapped in the company’s enterprise security, compliance, and data-residency controls.
These aren’t side-quests, they are the product-level proof of the thesis: make intelligence abundant and interchangeable while keeping the customer, the data, and the workflow inside Microsoft’s perimeter.
Nadella believes intelligence is about to become abundant, interchangeable, and cheap, as a wave of agents routes work to the lowest bidder. And as the cost per unit of intelligence plummets, he wants Microsoft to own the rails it runs on.
Hellbound and Down 