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  • Can AI Invent Independently? How AI is Changing the Patent Industry

    We are watching as a wave of artificial intelligence permeates consumer platforms everywhere. AI is having a significant impact on the patent industry, revolutionizing various aspects of the patent process. The use of AI in patented processes and products over the years has grown substantially. Machine learning is the dominant artificial intelligence (AI) technique and is found in 40% of all AI-related patents studied and the technique grows at an average rate of 28% every year.

    Here are a few ways in which AI is being integrated into the innovation and ideation workflow to optimize the patent process:

    1: Prior art search:

    AI-powered algorithms can quickly analyze vast amounts of data, including patents, scientific papers, and other relevant sources, to identify prior art. This helps patent examiners and patent attorneys save time and effort in conducting comprehensive prior art searches.

    2: Automated patent drafting:

    AI tools can assist in the generation of patent applications by analyzing existing patents and providing suggestions for claims and descriptions. This can streamline the drafting process, increase efficiency, and improve the quality of patent applications.

    3: Patent classification and categorization:

    AI algorithms can accurately classify and categorize patents based on their content, which helps in organizing patent databases and enables better search and retrieval of patent information.

    4: Predictive analytics:

    AI can analyze patent data to identify trends, patterns, and potential areas of innovation. It can provide insights into emerging technologies, help identify white spaces in specific industries, and aid in making strategic decisions related to patent filing and portfolio management.

    5: Patent valuation and licensing:

    AI can assist in assessing the value of patents by analyzing their technical and commercial relevance, citation networks, and market trends. This helps patent holders in licensing negotiations and determining the worth of their intellectual property assets.

    6: Patent infringement detection:

    AI algorithms can analyze large volumes of data, including patent documents, technical specifications, and product descriptions, to identify potential instances of patent infringement. This can help patent owners monitor the market and take appropriate legal action when necessary.

    7: Patent examination and evaluation:

    AI tools can assist patent examiners in reviewing and assessing patent applications. By automating certain tasks, such as identifying inconsistencies or similarities with prior art, AI can improve the efficiency and accuracy of the examination process.

    AI Legalities

    But can AI legally file patent applications?
    Consumers everywhere are concerned about the dissemination of AI liberally throughout consumer-facing applications for fear that it will disrupt or replace originality and innovation and potentially replace jobs. The emergence of artificial intelligence-related technology as a means of innovation has led to uncertainties for companies across industries, primarily because U.S. patent law has historically held that intellectual property rights be assigned only to humans. So, can AI legally file patent applications on its own? In other words, can AI patent innovate independently from people? The answer: as the law currently stands, inventions purely developed by an AI machine are not eligible for patent protection.

    USPTO POLICY

    Federal Circuit decision, Thaler v. Vidal
    As the USPTO explored the policy and legal issues surrounding AI inventorship, it was presented with an opportune test case. In 2019, an AI system named DABUS (short for Device for the Autonomous Bootstrapping of Unified Sentience) was credited as the inventor in two patent applications filed by Stephen Thaler, the developer of the AI system.

    The USPTO and Federal Circuit’s opinions imply that inventions made by human beings with the assistance of AI are eligible for patent protection. However, there is uncertainty and much debate as to how much AI assistance is too much for patentability. And as the law currently stands, inventions purely developed by an AI machine are not eligible for patent protection.

    The USPTO rejected the applications, finding them incomplete for lack of a valid inventor. The USPTO held that the Patent Act limits inventorship to natural persons, referring to U.S. Court of Appeals for the Federal Circuit opinions reaching similar conclusions in denying inventorship status to states and corporations.

    Dr. Thaler sought review of the decision, but the district court agreed with the USPTO’s conclusion and denied inventorship status to DABUS. The court found “overwhelming evidence” that Congress intended to limit the definition of “inventor” to natural persons. The court also referenced findings from the USPTO’s 2019 Federal Register notice in emphasizing that many commentators disagreed with Dr. Thaler’s view that AI machines should be recognized as inventors.

    Dr. Thaler filed a petition for a writ of certiorari with the Supreme Court in March 2023, giving the justices an opportunity to speak on this issue. But a drastic shift in patent inventorship would require exploration of myriad complex questions, including:

    If AI can be an inventor, what happens to the human-based standards by which innovation is judged when deciding patentability?
    Would an AI inventor be charged with all the knowledge on the internet?
    If that’s the case, wouldn’t everything become obvious and therefore unpatentable to an AI?

    IMPLICATIONS OF AI

    The long-term implications of AI in the patent world
    Overall, AI is transforming the patent industry by increasing efficiency, reducing costs, and improving the quality of patent-related services. It is enabling faster and more accurate decision-making, enhancing patent searches and analysis, and providing valuable insights for strategic decision-making in intellectual property management.

    The ability to obtain a patent on an invention is a critical means for businesses to protect their intellectual property and maintain a competitive edge in the marketplace. But the requirement that an “inventor” be a natural person is at odds with the reality of AI-generated inventions.

    As the conversation around AI inventorship unfolds, companies should be aware of alternative ways to protect their AI-generated inventions, such as using trade secrets. Similar developments in copyright law denying protection for purely AI-developed works only add to the complications that owners face in obtaining adequate IP protections for AI creations.

    The future of AI is highly uncertain. The USPTO is not closed off to AI integration, however protocols will need to change and evolve to adequately protect the process. In February 2023, the USPTO engaged the community for feedback regarding two critical points:

    The USPTO should expand its current guidance on inventorship to address situations in which AI significantly contributes to inventions.

    Other countries have effective approaches to AI inventorship issues.

    AI is continuing to evolve as an “assistive technology” rather than a replacement technology. How the innovative landscape evolves to accommodate AI is still uncertain.

    Before the Draft: The Novelty Check Every Inventor Skips

    88% of patent applications face a first-action rejection, usually over prior art. This panel discusses how to check novelty at the concept stage, when it still saves money.

    Four IP experts explain how to check an idea’s novelty at the concept stage, before time and money go into a draft that prior art could sink.

    Watch the Free Webinar

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    Establish Prior Art in Minutes. Not Months.

    InnovationQ is the publishing and search interface to the world’s leading Prior Art Database from IP.com. Protect your innovations, block competitors, and defend your freedom to operate, for as little as 2% of the cost of a patent filing.

    Request an InnovationQ Demo

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    See the full picture of where a technology has been, where it is, and where it’s going.

    Strategic decisions made without a clear view of the patent landscape are made in the dark. Our Patent Landscape service delivers comprehensive, analyst-authored intelligence on the competitive patent environment in a technology area, so executives, technologists, and investors can act with confidence on R&D direction, portfolio strategy, market entry, and competitive positioning.

    Download a Sample Patent Landscape Report

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    Know where your invention stands before you invest in prosecution.

    Our patentability studies deliver a thorough, defensible prior art analysis conducted by analysts with decades of combined technical and legal experience, so you can file with confidence, advise clients with clarity, and allocate resources where they matter most.

    Download a Sample Patentability Report

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    Not every idea is worth pursuing. The TVR tells you which ones are.

    The Technology Vitality Report is the gut check that happens before the investment. A scored, sourced patentability assessment in under five minutes, before development, before counsel, before commitment.

    Download a Sample Lite TVR Report

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    Not every idea is worth pursuing. The Enhanced TVR tells you which ones are.

    The Enhanced Technology Vitality Report is the gut check that happens before the investment. A scored, sourced patentability assessment in under five minutes, before development, before counsel, before commitment.

    Download a Sample Enhanced TVR Report

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    See how services from IP.com® can enhance your research teams.

    Bring your innovations to market faster! Position your research and development team to increase internal efficiency, reduce outsourcing costs, and improve patentability with solutions from IP.com®. Our world-class Professional Services team speeds up your innovation workflows, completing essential research, analytics, editing, and reporting tasks using industry-leading expertise and our AI-driven solutions.

    Schedule a Service Consultation with IP.com

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    Improve Your Team’s ROI

    Providing AI-powered tools and analytics is one thing, implementing transformative ROI requires the support of an experienced industry partner.

    Download our ROI Whitepaper

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    Empower Innovation with AI

    Explore AI fundamentals, types, and models. Discover how IP.com’s commitment ensures secure and ethical AI, driving innovation reliably.

    Download our Responsible AI Whitepaper

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    Your portfolio has high-value assets and low-value ones. Do you know which is which?

    The Portfolio Intelligence Report (PIR) scores every patent in a portfolio against the same 14-factor framework, benchmarked against a dynamically generated peer group of the 100 most comparable patents. The result is a ranked, sortable view of the entire portfolio, so renewal, licensing, enforcement, and divestiture decisions are grounded in data, not intuition.

    Download our Patent and Portfolio Intelligence Report

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    Every patent decision is a financial decision. Make it with data.

    The Patent Vitality Report delivers objective, scored intelligence on any patent, so the decisions that matter most are grounded in data, not intuition. Self-serve and available inside InnovationQ+. Results in minutes, no submission required.

     

    Download a Sample Patent Vitality Report

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    Drive Smarter IP Decisions with Foundational AI that Amplifies Your Expertise.

    InnovationQ+ helps IP and innovation teams search smarter, uncover deeper insight, and act with confidence — using secure-by-design AI built for decision support.

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    Know your infringement risk before you go to market.

    Our Freedom to Operate search service delivers a thorough, defensible analysis of in-force third-party patents, so you can make commercialization decisions with full legal awareness and move forward with confidence.

    Download a Sample Freedom to Operate Report

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    Understanding the power of defensive publishing

    Unlock an important component to protecting your ideas and maximizing ROI with our must-read white paper. Learn why defensive publishing is vital for IP management and how to effectively implement this strategy.

     

    Download our Defensive Publishing Whitepaper

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    Unleash the Next Gen Ideation and Problem Solving

    CompassAI uniquely solves the reliability risks inherent with open source AI while unleashing new innovation potential delivery of protected and confidential services that our clients expect.

    Download our CompassAI Whitepaper

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    Your best IP ideas shouldn’t die in a brainstorm.

    Our products guide your team from rough idea through structured ideation, automated disclosure, and patented novelty scoring; all before you spend a dollar on outside counsel.

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    Exclusive prior art references

    Access a proprietary database not available anywhere else, so your novelty evaluations are built on coverage no competitor can match.

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    Practical Application of Quality Scoring in the PIR Report

    Using IP.com’s Patent Insight Indexes, business managers can obtain the information needed to effectively identify high and low-quality intellectual assets in both their own portfolio and in competitors’ portfolios.

    Download our Patent and Portfolio Intelligence Report!

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    Your best IP ideas shouldn’t die in a brainstorm.

    IQ Ideas+ guides your team from rough idea through structured ideation, automated disclosure, and patented novelty scoring; all before you spend a dollar on outside counsel.

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    Run a full novelty evaluation in hours, not weeks, without engaging outside counsel first.

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    AI-guided workflows take inventors from rough concept to structured disclosure automatically.

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    Exclusive prior art references

    Access a proprietary database not available anywhere else, so your novelty evaluations are built on coverage no competitor can match.

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