Insights

[1] In a recent development, the UK Supreme Court ruled that Artificial Neural Networks (ANNs) are not excluded from patentability due to being a computer program “as such.” In doing so, the Court set out the framework of a new test for the UK Intellectual Property Office (IPO) to use when evaluating the patentability of computer. The ruling breaks down barriers to the patenting of AI algorithms in the UK and paves the way for a wider change in the UK IPO’s approach to assessing excluded subject matter.

On November 4, 2025, the USPTO in Ex parte Desjardins designated as precedential an earlier Appeals Review Panel (ARP) decision overruling the Patent Trial and Appeal Board (Board), instead holding that claims directed to training a machine learning model are patent-eligible under 35 U.S.C. § 101 when they integrate a mathematical concept into a practical application that improves how the model operates. That precedential designation represents a material shift in legal precedent in the § 101 arena post-Alice, and it has already driven updates to the MPEP and examiner practice. As a result, Desjardins signals an adjustment in practice in favor of AI and software eligibility at the USPTO.

On Friday, May 9, 2025, the U.S. Copyright Office released the third (pre-publication) installment in a series of reports regarding the intersection of artificial intelligence (AI) and copyright law.[1]  This report addresses the legal implications of training generative AI models using copyrighted materials.[2]