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    The IRS is piloting Palantir‘s AI analytics platform to identify high-value audit targets from fragmented legacy data systems, according to documents obtained by Wired

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    The tool focuses on surfacing potential fraud cases, especially related to clean energy tax credits that have been vulnerable to abuse

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    This marks a significant push toward AI-driven tax enforcement as the IRS modernizes its decades-old technology infrastructure

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    Privacy advocates worry the system could amplify existing biases in audit selection and create new surveillance concerns

The IRS is testing Palantir‘s AI-powered analytics platform to identify “highest-value” audit and investigation targets, documents obtained by Wired reveal. The pilot program aims to cut through decades of fragmented legacy systems to surface taxpayers most likely to be committing fraud – particularly around clean energy credits. It’s the latest sign that federal agencies are betting big on AI to modernize operations, but it also raises fresh concerns about algorithmic bias in tax enforcement.

The IRS is quietly testing whether Palantir‘s controversial data mining platform can revolutionize how America’s tax agency decides who to audit. According to internal documents reviewed by Wired, the pilot program aims to solve a problem that’s plagued the agency for decades – how to find the needle in a haystack when your haystack is scattered across dozens of incompatible computer systems built between 1960 and last Tuesday.

The tool is designed to surface what the IRS calls “highest-value” targets for audits and criminal investigations. Translation: taxpayers who might be cheating big, particularly around clean energy credits that have become a hotbed for fraud. By consolidating data from the IRS’s maze of legacy systems, Palantir’s platform could theoretically spot patterns and connections that human auditors would never catch manually.

It’s a significant contract win for Palantir, the Peter Thiel-founded data analytics company that’s built its empire working with intelligence agencies and governments worldwide. The company has been aggressively expanding into civilian federal agencies, and landing the IRS represents a major foothold in the massive government modernization market. Palantir’s stock has climbed steadily as it pivots from its defense and intelligence roots toward enterprise and government AI applications.