Many businesses assume that if they are building with artificial intelligence, the value of the company lies in “the model.” In reality, AI intellectual property is usually more layered than that. The protectable value may sit in model architecture, training workflows, curated datasets, confidential prompts, evaluation methods, user interfaces, source
By: Paul G. Nagy, Partner, Berkeley Law & Technology Group, LLP Over recent years, and continuing through 2024–2026, U.S. federal courts, particularly the Federal Circuit, have maintained a generally skeptical approach to patent eligibility for machine-learning–related inventions under 35 U.S.C. § 101. While courts recognize that machine learning is an important
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10 Crucial Risks Your Software Patents Need to Defend Software patents help shield your business’s intellectual property and the costs invested in developing it. Explore risks strong patents help defend against. United States Courts reports that the number of field intellectual property cases has increased substantially in the past 20 years.
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