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Client Alert | 4 min read | 04.22.25

First Impressions Matter: Federal Circuit Holds That Patents Claiming Application of Generic Machine Learning to New Data Environments Are Not Patent Eligible

The Federal Circuit recently addressed a case of first impression involving AI patented technology under 35 U.S.C. § 101 to hold that “claims that do no more than apply established methods of machine learning to a new data environment” are not patent eligible. This case provides helpful guidance for patent prosecutors on how to draft claims directed to AI technology to be patent-eligible and for litigators on how to attack or defend AI patents.
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