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Meta claims billions in tax credits by labeling AI data centers as experimental

Meta has classified its AI data centers as experimental to secure large federal research tax credits, a move its own accountants say could be challenged by the IRS.

Meta began distinguishing its AI-focused data center equipment from standard hardware in late 2024, labeling the former as experimental under a federal research and experimentation credit created in the 1980s. By doing so, the company claimed that costly Nvidia chips qualified for the credit, boosting its tax savings from $700 million in 2023 to $3.9 billion in 2025 and becoming the largest corporate recipient of the credit.

Tax specialists described the classification as unusually aggressive, and the IRS has previously rejected similar claims for proven technology. Meta’s own filings now warn investors that the IRS could recoup billions, with a reserve for potential challenges rising 45 percent to $18.74 billion. A University of Texas accounting professor noted the risk, while Meta’s spokesman Andy Stone said the firm is simply using incentives designed to encourage domestic R&D. The issue adds to other tax disputes the company faces, including a separate $355 million claim over stock-option deductions and a $16 billion liability tied to offshore profits.

Why it matters

The tax treatment could affect billions in U.S. revenue and set a precedent for how tech firms claim research credits.

In this story

research tax creditAI data centersexperimental facilitiestax clawback riskfederal incentivesNvidia chipstax reserveU.S. revenue impact
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