• By Michael Borella —

    European Union (EU) FlagAfter using a large language model, such as ChatGPT, for a while, it is not hard to image an array of nightmarish scenarios that these generative artificial intelligence (AI) programs could bring about.  While ChatGPT and its emerging rivals currently have "guardrails" — ethical limits on what it will do in response to a prompt — the bounds thereof are not well understood.  Through clever prompting, it is not hard to convince the current iteration of ChatGPT to do away with certain guardrails from time to time.  Further, the companies behind these models have not defined the extent of the guardrails, while the very structures underlying the models are well known to behave in unpredictable ways.  Not to mention what might happen if a "jailbroken" large language model is ever released to the public.

    As an example, a user might ask the model to describe terrorist attack vectors that no human has ever previously conceived of.  Or, a model might generate software code and convince a gullible user to download and execute it on their computer, resulting in personal financial information being sent to a third party.

    Perhaps one of the most relevant risks of large language models is that once they are implemented and deployed, the marginal cost of creating misinformation becomes close to zero.  If a political campaign, interest group, or government wishes to inundate social media with misleading posts about a public figure, a policy, or a law, it will be able to do so at volume without having to employ a roomful of humans.

    In 2021, the European Commission of the European Union (EU) proposed harmonized rules for the regulation of AI.  The Commission recognized both the perils and the benefits of AI and attempted to come up with a framework for regulation that employs oversight in proportion to the specific dangers inherent in certain uses of AI.  The resulting laws enacted by member states would potentially have the Brussels Effect, in that EU regulation of its own markets become a de facto standard for the rest of the world.  This is largely what happened for the EU's General Data Protection Regulation (GDPR) laws.

    But very few people saw generative AI coming or the meteoric rise of ChatGPT at the end of 2022.  Thus, the Commission is in the process of re-evaluating its rules in view of these paradigm-breaking technologies.

    The Commission's proposal places all AI systems into one of three risk levels:  (i) unacceptable risk, (ii) high risk, and (iii) low or minimal risk.  The amount of regulation would be the greatest for category (i) and the least (e.g., none) for category (iii).

    Uses of AI that create an unacceptable risk include those that violate fundamental rights, manipulate individuals subliminally, exploit specific vulnerable groups (e.g., children and persons with disabilities), engage in social scoring (evaluating the trustworthiness of persons based on their social behavior), and facilitate real-time biometric recognition for purposes of law enforcement.  These uses would be prohibited.

    A high risk AI may be classified as such based on its intended purpose and modalities of use.  There are two main types of high risk systems: (i) those intended to be used as safety component of products (e.g., within machinery, toys, radio equipment, recreational vehicles, and medical devices), and (ii) other systems explicitly listed (e.g., involving biometrics, critical infrastructure, education, employment, law enforcement, and immigration).  These categories are quite broad and would impact many diverse industries.  The proposal sets forth detailed legal requirements for such systems relating to data governance, documentation and recording keeping, transparency and provision of information to users, human oversight, robustness, accuracy, and security, as well as conformity assessment procedures.

    Regarding low or minimal risk AI systems, their use would be permitted with no restrictions.  However, the Commission envisions these systems potentially adhering to voluntary codes of conduct relating to transparency concerns.

    To that point, the proposal also states that "[t]ransparency obligations will apply for systems that (i) interact with humans, (ii) are used to detect emotions or determine association with (social) categories based on biometric data, or (iii) generate or manipulate content ('deep fakes')."  In these situations, there is an obligation to disclose that the content has been machine-generated in order to allow the users to make informed choices.

    Currently, the Commission is considering whether to place ChatGPT and its ilk in the high risk category, thus subjecting it to significant regulation.  There has been pushback, however, from parties who believe that the regulations should distinguish between harmful uses of these models (e.g., spreading misinformation) and minimal-risk uses (e.g., coming up with new recipes, composing funny poems).  In other words, the amount of regulation that applied to ChatGPT should vary based on its use — and aesthetically pleasing goal but one that would be difficult to carry out in practice because of the model's broad scope and general applicability.

    Whether this results in the proposed regulations being delayed and/or rewritten remains to be seen.  The Commission will be taking up the issue.

  • By Michael Borella —

    Federal Circuit SealThe patent statute requires that, to be patentable, the subject matter of an invention must be at least one of a process, machine, article of manufacture, or composition of matter.  It is hard to find examples of things that do not fall into these broad categories, though signals in motion and data at rest are two.  The former has been well-litigated at this point and it is accepted that various forms of computer-readable medium (CRM) claims must recite that the medium is non-transitory.  Consider the 2007 Federal Circuit decision of In re Nuijten as the standard bearer in this regard.

    Nonetheless, disputes over the interpretation of CRM language do pop up from time to time, as was the situation in this case.

    Sequoia asserted U.S. Patent No. 6,718,436 against Dell and several other companies (most notably, Red Hat, which is a subsidiary of IBM) in the District of Delaware.  The parties butted heads over claim construction issues in district court with Sequoia coming up on the losing end.  Thus, they stipulated non-infringement under this construction.  The District Court also found that claims 8-10 were ineligible under § 101 due to construction of the term "computer-readable recording medium" to include transitory media.  Sequoia appealed.

    Claim 8 of the '436 patent reads:

    8.    A computer-readable recording medium storing instructions for executing a method for managing a logical volume in order to support dynamic online resizing and minimizing a size of metadata, said method comprising the steps of:
        a) creating the logical volume by gathering disk partitions in response to a request for creating the logical volume in a physical storage space;
        b) generating the metadata including information of the logical volume and the disk partitions forming the logical volume and storing it the metadata to the disk partitions forming the logical volume;
        c) dynamically resizing the logical volume in response to a request for resizing, and modifying the metadata on the disk partitions forming the logical volume; and
        d) calculating and returning a physical address corresponding to a logical address of the logical volume by using mapping information of the metadata containing information of the physical address corresponding to the logical address;
        wherein the metadata includes,
            a disk partition table containing information of a disk partition in which the metadata is stored;
            a logical volume table for maintaining the information of the logical volume by storing duplicated information of the logical volume onto all disk partitions of the logical volume;
            an extent allocation table for indicating whether each extent in the disk partition is used or not used; and
            a mapping table for maintaining a mapping information for a physical address space corresponding to a logical address space which is a continuous address space equal in size of storage space to an entirety of said logical volume.

    As noted, the main part of the § 101 dispute was over the interpretation of the term "computer-readable recording medium."  The Federal Circuit immediately noted that this term explicitly recites a "recording medium storing instructions" and that "a person of ordinary skill would not understand transitory signals, such as carrier waves, to record or store instructions in memory systems."  This understanding is supported by other claim elements, such as "creating the logical volume in a physical storage space" and "storing [sic] the metadata to the disk partitions forming the logical volume."  All of this establishes that the computer-readable recording medium of claim 8 does not encompass non-persistent or transient storage.

    The Court found further support for its position in the specification.  Particularly, the specification provides several examples of hardware-only computer-readable media including RAM, CDROM, and various types of disk drives.

    One of the defendants, Red Hat, argued that the specification does not exclude transitory media.  But the Court pushed back, noting that the claim itself recites a "storage medium" and that Red Hat's proposed interpretation would contradict the teachings of the specification and render the invention inoperable.

    The Court also found that Red Hat's expert's testimony was "inconsistent with the intrinsic evidence and also based on different express definitions of CRM in patent specifications directed to different inventions."  Notably, the expert looked to 34 other patent applications to help define the claim term.  The Court was not amused:

    This evidence merely shows that in thirty-four other specifications, the inventors chose to be their own lexicographers and expressly defined CRM or like terms to include transitory media.  The inventors here chose otherwise.  That other inventors chose to be their own lexicographers and define CRM to include transitory signals does not demonstrate what CRM means in the context of the '436 patent.  Nor does it establish the plain and ordinary meaning of the claim term "computer-readable recording medium for storing."

    In a similar manner, Red Hat also relied on the Court's decision in Mentor Graphics Corp. v. EVE-USA, Inc., where the Court found that a claimed "computer readable medium" included transitory signals.  But this conclusion was based on that specification expressly including carrier waves in its definition of the term.  Accordingly, the Court found that how a term is defined other patents and applications cannot be used to contradict how it is defined in the specification at hand.  Specifically, the Court wrote "[s]imply put, extrinsic evidence of what other inventors chose to do cannot surmount the intrinsic evidence of what the inventors chose here; context is key in claim construction."  Thus, the Court discounted the testimony of Red Hat's expert and the relevance of these extrinsic documents.

    Finally, Red Hat pointed to the USPTO's 2010 memo on computer-readable medium claims, alleging that it establishes that the term in question should be interpreted broadly enough to include transitory media.  But, as the Court pointed out, this memo merely states that the broadest reasonable interpretation of a claim during prosecution may result in claims being interpreted to cover transitory media.  However, this does not provide the plain and ordinary meaning of the term to be used in litigation, nor does it mean that there is a presumption that claim 8 reads on transitory media.

    Given all of this, the Court concluded that the District Court erred, and reversed the finding of invalidity under § 101.

    A practice note from all of this is that you should explicitly recite in your CRM claims language that clearly establishes that the CRM is non-transitory.  This does not need to be the exact words "non-transitory" but however your language is defined in the specification should make that point clear and unambiguous.

    Unlike the claimed invention, this victory for Sequoia turned out to be transitory — it lost on other claim construction issues and the Court ultimately affirmed the determination of non-infringement.

    Sequoia Technology LLC v. Dell Inc. (Fed. Cir. 2023)
    Panel: Circuit Judges Lourie, Dyk, and Stoll
    Opinion by Circuit Judge Stoll

  • CalendarApril 25, 2023 – "Amendments to Patent Claims — Global Updates" (Dannemann Siemsen) – 8:30 am (ET)

    April 25, 2023 – Listening session on current state of artificial intelligence (AI) technologies and inventorship issues (U.S. Patent and Trademark Office) – 10:30 am to 3:30 pm (ET), Alexandria, VA

    April 25, 2023 – "Using Disclaimers at the EPO: A Practical Guide" (J A Kemp) – 16:00 pm (BST)

    April 25, 2023 – "Women and Intellectual Property: Accelerating Innovation and Creativity" (IPWatchdog and IP.com) – 12:00 pm (ET)

    April 26, 2023 – "MentorshIP: The secret sauce for women entrepreneurs" (U.S. Patent and Trademark Office) – 12:00 pm to 1:00 pm (ET), Alexandria, VA

    April 26, 2023 – "Women in IP: Opportunities & Challenges" (Center for Intellectual Property, Information & Privacy Law at the University of Illinois Chicago School of Law) – 12:00 pm to 1:30 pm (CDT)

    April 27, 2023 – "Strategies for Adding Value and Building a Strong Biotech Patent Portfolio" (IPWatchdog and CAS) – 12:00 pm (ET)

  • USPTO SealThe U.S. Patent and Trademark Office will be holding a listening session to seek stakeholder input on the current state of artificial intelligence (AI) technologies and inventorship issues that may arise in view of the advancement of such technologies.  The event is being held from 10:30 am to 3:30 pm (ET) on April 25, 2023 at the National Inventors Hall of Fame Museum at the USPTO Headquarters in Alexandria, VA.  An agenda for the event can be found here.

    Those interested in registering for the event, can do so here.

  • Dannemann SiemsenDannemann Siemsen will be offering a webinar entitled "Amendments to Patent Claims — Global Updates" on April 25, 2023 at 8:30 am (ET).  Ankush Verma of Remfry & Saga; Alexander Wyrwoll of Winter, Brandl; and Monique Rodrigues Teixeira, Gustavo de Freitas Morais, and Patricia Porto of Dannemann Siemsen will discuss issues on amendments to patent claims in Brazil and other jurisdictions, including the following topics:

    • The allowable scope and extent of the amendments to a patent application claim;
    • The time limit for making claim amendments; and
    • The treatment given to this subject among the different jurisdictions.

    Those wishing to register for the webinar can do so here.

  • J A KempJ A Kemp will be offering a webinar entitled "Using Disclaimers at the EPO: A Practical Guide" on April 25, 2023 at 16:00 pm (BST).  Chris Milton and Imogen Parry of J A Kemp will review the current state of the law surrounding the use of disclaimers at the EPO, and then consider examples of how these can be used to your advantage, both when pursuing patent protection and when attacking problematic patents.  The webinar will address the following topics:

    • Considering when disclaimers may be appropriate at the EPO
    • The state of EPO case law concerning allowability of disclaimers
    • Preparing a case where disclaimers may be needed: drafting tips
    • Attacking weak disclaimers
    • Case studies
    • Audience questions

    There is no registration fee for this webinar.  However, those interested in registering for the webinar, should do so here.

  • IPWatchdogIPWatchdog and IP.com will be offering a webinar entitled "Women and Intellectual Property: Accelerating Innovation and Creativity" on April 25, 2023 at 12:00 pm (ET).  Renée Quinn of IPWatchdog, Inc. will moderate a panel consisting of Nina Archie of the Department of Defense Office of Small Business Program, Alison Erickson of Hallmark, Susanne Hollinger of Newell Brands, and Marlene Valderrama of Halliburton, who will share their achievements, insights, and perspectives on the IP industry.  The webinar will explore the challenges that these women have overcome, their leadership and accomplishments, and their outlook on the industry.  The panel will also discuss the importance of encouraging more women to use the IP system to protect and add value to their work and how IP can help woman-led businesses support economic recovery and build a stronger future.

    There is no registration fee for this webinar.  However, those interested in registering for the webinar, should do so here.

  • We-full-webThe U.S. Patent and Trademark Office will be offering its next Women's Entrepreneurship (WE) event from 12:00 pm to 1:00 pm (ET) on April 26, 2023 at the USPTO Headquarters in Alexandria, VA.  The event on "MentorshIP: The secret sauce for women entrepreneurs" will feature a panel of experts who will discuss actionable tips on how to find a mentor, what to look for in a mentor, how to successfully engage with a mentor, and the benefits of mentorship when starting, growing, or expanding your business.

    Those interested in registering for the event, can do so here.

  • UIC LawThe Center for Intellectual Property, Information & Privacy Law at the University of Illinois Chicago School of Law will be holding a virtual seminar entitled "Women in IP: Opportunities & Challenges" from 12:00 pm to 1:30 pm (CDT) on April 26, 2023.  The program will bring together speakers to discuss the opportunities and challenges of women working in the field of intellectual property law.

    Additional information about the program, including a list of speakers, can be found here.  While there is no fee for this event, those interested in registering for the event can do so here.

  • IPWatchdogIPWatchdog and CAS will be offering a webinar entitled "Strategies for Adding Value and Building a Strong Biotech Patent Portfolio" on April 27, 2023 at 12:00 pm (ET).  Matthew J. McBride of CAS IP Services; Amy Fix of Barnes & Thornburg; John Astor Cleveland, Jr. of Assembly Biosciences; and Gene Quinn of IPWatchdog, Inc. will discuss how R&D and IP teams can develop holistic approaches for driving IP value during R&D and discuss comprehensive patent and search strategies, from pinpointing the best opportunities for lead selection to ensuring freedom to operate ahead of clinical trials.  The panel will address the following topics:

    • How missing data slows research and creates missed opportunities,
    • Specific strategies for optimizing IP value at each stage of R&D,
    • Proven techniques for improving the quality and speed of preclinical studies,
    • Using all-in freedom to operate searches to pressure test patent claims,
    • Finding new IP value in data emerging during R&D, and
    • How continued analysis can and should lead to stronger claims during commercialization.

    There is no registration fee for this webinar.  However, those interested in registering for the webinar, should do so here.