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A September 30, 2026 New York Times report alleges that Meta is using AI data-center assets in a federal research-tax-credit strategy, reportedly treating facilities or equipment as “pilot models.” Meta’s public filings confirm that research tax credits are among its uncertain tax positions, but they do not identify this specific data-center claim or its value. The available evidence therefore does not establish that Meta avoided a particular amount of tax through its AI infrastructure.
What the report alleges—and what Meta’s filings establish
The New York Times headline frames Meta’s AI data centers as a way to “avoid billions” in federal taxes. The underlying allegation, as described in available search-result excerpts, concerns claiming federal research tax credits for data-center facilities or equipment under a “pilot model” rationale. The report’s precise asset classification, credit type, tax years, and dollar amount are not established by Meta’s public filing. The distinction matters: an allegation about a tax position is not the same thing as a verified credit, a tax authority’s acceptance of it, or a measured reduction in cash taxes.
Meta’s 2025 Form 10-K says its gross unrecognized tax benefits primarily relate to uncertainty over research tax credits and transfer pricing with foreign subsidiaries. It does not break out the reported AI data-center position. The filing therefore supports the broader point that Meta has uncertain tax positions involving research credits, but it does not independently verify the report’s specific rationale or quantify any benefit from those assets. The New York Times report; Meta’s 2025 Form 10-K.
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Four tax figures that describe different things
Meta reported several large tax-related figures for 2025, but they are not interchangeable. Tax provision is an accounting expense for the period; cash taxes paid are payments made during the period; unrecognized tax benefits represent uncertain tax positions; and tax-credit carryforwards are amounts available to use under applicable rules. None of these figures, by itself, measures the value of the reported data-center claim.
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| Measure | Meta’s reported figure | What it means—and what it does not show |
|---|---|---|
| Income-tax provision | $25.474 billion for 2025 | Tax expense recorded in Meta’s financial statements for the year; not the same as cash paid or the value of the reported data-center position. |
| Cash income taxes paid | $7.58 billion for 2025 | Cash paid during the year; it does not establish how much tax was avoided through any one credit or asset. |
| Gross unrecognized tax benefits | $16.45 billion at December 31, 2025 | An aggregate of uncertain tax positions, primarily involving research credits and transfer pricing. Meta said $11.25 billion would affect its tax provision if realized. Neither figure identifies the AI data-center claim’s value. |
| Tax-credit carryforwards | $7.85 billion federal and $6.80 billion state at the end of 2025 | Reported carryforwards, not the alleged annual research credit or a confirmed benefit from data-center assets. |
These company-wide figures come from Meta’s 2025 Form 10-K. The filing also says Meta’s 2020 and subsequent tax years remain open to IRS examination; that status does not show that the IRS has challenged or accepted the particular position described in the news report.
Why depreciation is not proof of a research credit
Meta’s filing reports $18.00 billion in total depreciation expense on property and equipment for 2025, including $13.36 billion for servers and network assets. It also says that, effective January 1, 2025, Meta extended the estimated useful lives of most servers and network assets to 5.5 years. These are financial-statement depreciation disclosures. They describe how the company accounts for the cost of infrastructure over time; they do not establish eligibility for a federal research tax credit or the amount of any such credit.
The relevant question raised by the report is narrower: whether particular facilities or equipment were treated as qualifying research-related assets under the rationale described, and what documentation and tax years support that treatment. Meta’s public filing does not answer those questions. Nor should the filing’s aggregate balance of uncertain tax benefits be presented as the value of this specific claim.
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Federal research credits are separate from local data-center incentives
“Data-center taxes” can refer to several different taxes and incentives. A federal research-credit position is not the same as a state or local exemption from property or sales tax, and an incentive available in one jurisdiction does not resolve whether a separate federal position is valid.
A 2025 Tax Foundation model estimates the tax burden over the first 10 operating years of a modeled $1 billion data center, averaging 12 jurisdictions and assuming a specified model firm and exemptions routinely available to similarly sized data centers. Its modeled allocation is:
| Tax category | Share of modeled tax burden |
|---|---|
| Real-property tax | 36.5% |
| Federal and out-of-state corporate income tax | 24.0% |
| Tangible personal property tax | 20.6% |
| Sales tax | 14.0% |
| Corporate income and gross-receipts taxes | 4.9% |
This is a modeled estimate, not a measurement of Meta’s own tax bill or a calculation of its research credits. Separately, the Tax Foundation paper says U.S. data-center employment grew 60% between 2016 and 2023, attributing that statistic to the Census Bureau; the industry figure does not establish anything about Meta’s tax position. Tax Foundation, 2025.
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What Meta’s investment forecasts do—and do not—tell us
In its April 2025 first-quarter release, Meta forecast 2025 capital expenditures, including principal payments on finance leases, of $64 billion to $72 billion. The company said the outlook reflected additional data-center investment to support AI and higher expected infrastructure-hardware costs. It also forecast a full-year 2025 tax rate of 12% to 15%, “absent any changes to our tax landscape.” Those were forecasts published in April 2025, not final results, and they do not quantify the reported research-credit position. Meta’s Q1 2025 release.
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Quick Recap
What can responsibly be concluded
- The report alleges a federal research-credit strategy involving Meta AI data-center assets and a “pilot model” rationale; the specific treatment and amount are not confirmed in Meta’s public filing.
- Meta reports substantial company-wide uncertain tax benefits, primarily tied to research credits and transfer pricing, but does not assign a disclosed amount to the reported data-center position.
- Its reported tax provision, cash taxes, carryforwards, depreciation, and uncertain tax benefits measure different things and cannot be used as substitutes for one another.
- Whether the specific assets qualify, which tax years are involved, and whether the IRS has challenged or accepted the position are not established by the cited public filing.
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