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Special Report
Palantir Just Told Wall Street Where AI Infrastructure Is HeadedWritten by Chris Markoch. Article Posted: 9/16/2026. 
Key Points
- Palantir named Nebius Group its preferred sovereign AI infrastructure partner, letting Nebius own costly GPU hardware while Palantir focuses on software.
- CEO Alex Karp has criticized closed-weight AI models and 'tokenmaxxing,' positioning Palantir's AIP platform as a way to deliver auditable outcomes instead of raw token volume.
- Palantir reported roughly $4.48 billion in full-year 2025 revenue and $1.63 billion in net income, and Karp guided toward $15 billion to $18 billion in free cash flow over two years.
- Special Report: America’s AI Doomsday Scenario
In a week headlined by artificial intelligence fears, a Federal Reserve decision and rising oil prices, Palantir Technologies Inc. (NASDAQ: PLTR) is more than holding its own. PLTR held steady on Sept. 15, even as the broader market came under pressure. It would be simplistic to attribute the stock’s performance to any one factor. Still, it is helpful to consider that it comes as the conversation around sovereign AI becomes increasingly relevant.
That was a theme Palantir CEO Alex Karp introduced before the company’s Q2 earnings report in August. A recent deal with Nebius Group (NASDAQ: NBIS) brings that theme into sharper focus. Karp’s Beef With Frontier ModelsKarp has spent the better part of a year building a public case against the closed-weight models sold by labs such as OpenAI and Anthropic. The argument, sharpened in his 2025 shareholder letters, is less about capability than control. He was specifically referring to enterprise customers that feed proprietary workflows into closed models. In that situation, the enterprise has no real guarantee about how its data will be used or incorporated into future training. Karp began referring to this arrangement as the “Token Industrial Complex.” In his telling, it is a system that charges enterprises for every token they consume while quietly capturing the value of what they feed it. That critique picked up a new label on the company’s most recent call in August: “tokenmaxxing.” Karp’s target was the emerging industry habit of rewarding raw token consumption as if usage were the same as value—an approach he has mocked for producing more output without producing better results. Palantir has leaned into the opposite approach, positioning its Artificial Intelligence Platform (AIP) as the layer that turns cheap model access into monitored, auditable outcomes rather than volume for its own sake. It is a framing built to matter more, not less, as the open-weight alternative becomes easier to deploy at scale. That is exactly where Nebius comes in. How the Deal With Nebius Is DifferentA web of equity stakes and vendor-financing arrangements has made “circular AI deals” a source of market anxiety this year. The Palantir-Nebius partnership is not a financing arrangement at all. Palantir has named Nebius its preferred sovereign AI infrastructure partner, with Nebius’ computing resources and inference endpoints set to run inside the Palantir enterprise perimeter once integration is complete. No equity changed hands, and neither side disclosed financial terms. Financially, letting Nebius own the hardware is the whole point. GPU clusters cost billions to build and lose value quickly, as a new chip generation arrives roughly every two years. Palantir has never carried that capital intensity on its books, and this deal keeps it that way. Nebius absorbs the buildout and depreciation risk while Palantir continues selling software. The balance sheet shows why that matters. Full-year 2025 net income came in at around $1.63 billion, with a margin near 36%. Recent financial disclosures put full-year 2025 revenue at $4.48 billion, with the latest quarter’s sales up roughly 93% year over year. Debt is minimal, and a current ratio of around 7.23 leaves room to keep expanding Ontology across commercial and defense accounts without raising capital. For customers, the shift means moving away from metered token fees and toward dedicated Nebius hardware running open-source models managed by Palantir’s software. That should lower the total cost of running AI at scale for heavy corporate users and strengthen retention in Europe and national-security markets, where data cannot easily leave a controlled environment. It also lets Palantir push further into sovereign AI without ever building, staffing or writing down a data center of its own. The Market May Be Buying Karp’s VisionKarp used the Q2 conference call to lay out just how aggressive that vision is. “At Palantir, we are in the front of driving this revolution. I am driving the business to grow at a rate equal or above to what we have in U.S. commercial for the next 18 months,” he said, adding that the target is reachable “because we are fully aligned with what’s right and what’s good and what actually works well in an enterprise.” That growth talk is tied to a specific financial target. Karp has guided toward $15 billion to $18 billion in free cash flow over the next two years. If Palantir hits that mark, the valuation debate that has dogged the stock for years largely resolves itself. A company generating that kind of cash on an asset-light model, without the depreciation drag of owning its own data centers, is a very different proposition from the capital-intensive AI infrastructure names currently under bubble scrutiny. None of that makes PLTR immune to a broader AI sell-off. If sentiment turns hard enough, few AI-linked names will be spared, regardless of balance-sheet quality. But the Nebius deal gives Karp’s rhetoric something concrete to point to. It is a structural bet that the winners in this next phase of AI infrastructure will not be the companies stacking the most GPUs, but the ones that determine how those GPUs are used.
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