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This week on IPWatchdog Unleashed, Gene Quinn examines why artificial intelligence is unlikely to eliminate experienced patent lawyers—but will expose practitioners whose work consists primarily of commodity production. AI is already transforming prior-art searching, claim comparison, application drafting, office-action responses, and portfolio analysis. The strategic opportunity is not simply to produce more patents faster, but to use AI to reach a substantially better work product within the time and budget previously required to reach what courts today increasingly find to be incomplete.
Quinn discusses the limits of AI-assisted patent practice, including technically impossible embodiments, unsupported combinations, inaccurate characterizations of prior art, and plausible language that collapses under technical scrutiny. AI remains a tool, not an inventor, and the use of AI cannot relieve patent professionals of responsibility for determining what is true, what works, what the inventor actually conceived, and what the law permits them to claim. For patent owners and in-house counsel, the episode offers a direct warning against treating AI as merely a justification for reducing outside-counsel fees while continuing to demand commercially useful rights that can survive scrutiny and diligence in the real world.
The episode also addresses a workforce issue that is rarely discussed: if AI performs much of the entry-level work traditionally used to train junior lawyers, patent agents, and searchers, how will the next generation develop professional judgment? Quinn offers a practical roadmap that includes mastering patent-law fundamentals, using AI as a tutor and adversarial reviewer, becoming skilled at inventor interviews, developing technical depth, and studying how patents fail. He also argues for deliberate collaboration between younger professionals who bring AI fluency and experienced practitioners who contribute legal judgment, technical skepticism, and strategic perspective. The future of patent practice will belong to professionals who know not only how to use AI, but also what to question, what to verify, and what matters to the client.
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