On Wednesday, predictive analytics firm Recentive filed a combined petition  for panel rehearing and rehearing en banc with the U.S. Court of Appeals for the Federal Circuit challenging that court’s invalidation of Recentive’s machine learning patent claims this April. As Recentive argues, the Federal Circuit’s decision to eliminate all patent protection for novel machine learning applications using established models conflicts with the U.S. Supreme Court’s patent-eligibility standard under 35 U.S.C. § 101 and chills U.S. innovation an incredibly important area of emerging technology.

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