The Federal government is accelerating AI‑enabled innovation by launching the Genesis Mission, a sweeping national initiative to accelerate scientific discovery using artificial intelligence. The goal of the Mission is to “build an integrated AI platform to harness Federal scientific datasets…to train scientific foundation models and create AI agents to test new hypotheses, automate research workflows, and accelerate scientific breakthroughs.” Under the leadership of the Assistant to the President for Science and Technology, the Department of Energy will implement the Mission.
Federal Circuit Vacates $300 Million Verdict Against Apple, Orders Third Trial in LTE Patent Dispute
In a pivotal ruling for patent damages and standard-essential patent (SEP) litigation, the Federal Circuit vacated a $300 million award against Apple in a long-standing dispute with Optis Cellular Technology, LLC. See Optis Cellular Tech., LLC v. Apple Inc. (“Op.”). The Federal Circuit sided with Apple on multiple fronts—vacating the damages and infringement findings, reversing § 101 findings on the claims of one of Optis’s patents, and reversing a finding that another patent did not invoke 35 USC § 112 ¶6 (The patent at issue was issued pre-AIA so §112(f) is referred to as 112 ¶ 6 as in the original statute language). The Court also affirmed claim construction of certain terms and held the lower court abused its discretion under Federal Rules of Evidence 403 by admitting certain damages evidence and testimony from Optis.
EcoFactor v. Google: The Federal Circuit Clarifies Damages Expert Admissibility
Admissibility standards for patent damages experts has come under scrutiny. Previously, we highlighted the EcoFactor v. Google case regarding Google’s petition for rehearing en banc to address the admissibility of EcoFactor’s damages expert and the parties’ oral argument before the Court. On May 21, 2025, the Federal Circuit issued an 8-2 decision, ordering a new damages trial and overturned the $20 million verdict against Google. The Court found that the district court committed reversible error by allowing EcoFactor’s damages expert to testify at trial.
Federal Circuit Affirms That Expert Testimony Must Be Based on Competent and Reliable Evidence
Mirror Worlds Technologies, LLC (“Mirror Worlds”) sued Meta Platforms, Inc. (“Meta”)—formerly Facebook, Inc.—in the Southern District of New York for patent infringement. The lawsuit involved three patents related to storing, organizing, and presenting data in time-ordered streams. These patents purportedly introduced a unique method for automatically storing documents in chronological order with timestamps. Mirror Worlds accused several Facebook features, including the News Feed, Timeline, and Activity Log, of infringing these patents.
A Looming En Banc Decision with Potentially Damaging Consequences – EcoFactor v. Google
For anyone following the evolving admissibility standards for expert opinions relating to patent damages, the EcoFactor v. Google case is one to watch. In December 2024, the Federal Circuit granted Google’s petition for rehearing en banc to address the effect of amended Federal Rule of Evidence 702 and Daubert v. Merrell Dow Pharmaceuticals as they relate to admissibility of damages expert testimony—particularly when a per-unit royalty rate is derived from three allegedly comparable lump-sum licenses.