Palantir, NVIDIA Unveil AI Ontology-Layer Architecture as Karp Blasts Token Pricing

Palantir Technologies supplies data-integration and artificial-intelligence software to governments and businesses, positioning its platforms as a way for customers to deploy AI while retaining control of proprietary data and operational systems. Chief Executive Alex Karp has increasingly challenged frontier AI labs, arguing that large-language-model developers may use partnerships to move into customers’ most valuable businesses and ultimately control their “means of production.” The dispute highlights growing concern over data sovereignty and bargaining power in enterprise AI.

Palantir said on Aug. 3 that second-quarter revenue surged 93% from a year earlier to $1.935 billion, while net income climbed to $1.07 billion, or 41 cents a share, from about $329 million, or 13 cents. U.S. commercial revenue jumped 149% to $764 million in the quarter ended June 30, as demand for AI software accelerated. In his latest shareholder letter, Karp called some frontier labs untrustworthy and described their business ethos as “Marxist,” accusing model developers of seeking to capture partners’ production infrastructure.

As the financial industry moves generative AI applications from proof of concept into production, data sovereignty and cost controls have become central concerns. U.S. software company Palantir says banks risk losing competitiveness if they rely too heavily on external closed-source models. The warning is prompting financial institutions worldwide to accelerate reviews of their partnerships with AI giants in 2026 and consider layered AI architectures that can prevent data leakage while effectively controlling steep computing costs.

Palantir CEO Alex Karp said on July 1, 2026, that providing data to OpenAI and Anthropic was akin to paying a “wealth tax.” American Banker reported on July 14 that the warning was prompting the financial industry to reassess its deployments. Fiserv currently uses OpenAI, FIS has chosen Anthropic, and Jack Henry is working with Google.

Palantir has long focused on bringing AI and data analytics into government and corporate operations, leading CEO Alex Karp to emphasize products that can be deployed immediately to solve existing problems. He argues that most Silicon Valley AI companies are obsessed with sweeping visions while overlooking customers' practical demands on cost, results and deployability.

Karp has again criticized AI companies and their leaders for failing to recognize how negatively they are perceived. Their products are not only expensive but also frequently perform below expectations, he said. He singled out OpenAI's deployment model as a “complete farce,” arguing that the industry should prioritize practical AI. The report did not specify when he made the remarks or provide figures for contract values or product costs.