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Fox Succeeds in Scrapping Machine Learning Claims at CAFC Under 101

a year ago
  • #patent law
  • #CAFC
  • #machine learning
  • The U.S. Court of Appeals for the Federal Circuit (CAFC) ruled that applying established machine learning methods to a new data environment is not patent eligible under Section 101.
  • Recentive Analytics sued Fox Corp. for infringing four patents related to optimizing live event scheduling and network maps in the entertainment industry using machine learning.
  • The district court dismissed the case, stating the patents were directed to abstract ideas and lacked an inventive concept, a decision upheld by the CAFC.
  • The CAFC noted that merely speeding up human tasks with machine learning does not make a claim patent eligible.
  • The court emphasized that while machine learning is important, patents must disclose improvements to the models, not just their application in new environments.
  • Pillsbury Wintrhrop Shaw Pittman LLP, representing Fox, highlighted the decision's implications for AI commercialization and patent eligibility.