Patent law loophole threatens U.S. AI leadership under Trump

Current U.S. patent rules make AI inventions easier to invalidate and harder to enforce, undermining the administration's AI dominance goals.

President Donald Trump’s ambition for American AI supremacy is being undercut by a patent system that treats AI inventions as second-class. An empirical study of roughly 80,000 district-court decisions finds AI patents are more likely to be invalidated, chiefly because courts label them abstract under Section 101 rather than finding them lacking novelty or disclosure. When AI patents do reach a merits decision, they are found infringing far less often, especially in machine-learning and language-processing areas where the technology is opaque.

Litigation is concentrated in a handful of venues, and the Patent Trial and Appeal Board attacks AI patents more frequently than other technologies. Meanwhile, China now files more AI patents each year and dominates global AI patent volume. The piece urges the Federal Circuit, Congress, and the USPTO to clarify eligibility standards, restore limits on Section 101, and tighten disclosure requirements to prevent legal barriers from eroding U.S. AI advantage.