Meta disclosed in its US tax filings that its massive data centers for artificial intelligence are considered a large-scale experiment that could fail. This internal classification contrasts with the company's public narrative, which presents AI investments to investors as a potentially profitable venture.

According to documents cited by The New York Times, this strategy may allow Meta to claim multi-billion dollar tax credits intended for research and development. In 2025, the company reported tax benefits totaling nearly $4 billion, doubling the $2 billion figure recorded in the previous year.

Internal accounting teams at Meta have reportedly acknowledged that this tax position is legally ambiguous. The company recognizes that the Internal Revenue Service could challenge these claims and potentially demand the reversal of the tax benefits granted for these infrastructure projects.

Other major technology firms also utilize similar research tax deductions. Apple, Amazon, Alphabet, and Microsoft each report annual research-related tax credits exceeding $1 billion, according to the report.