Showing posts with label AI. Show all posts
Showing posts with label AI. Show all posts

Friday, July 26, 2024

Oh, patents! Couldn’t an AI system be granted patents?

Copyright © Françoise Herrmann 

If, according to Yuval Noah Harari*, an AI system is the first tool in history to take decisions, execute them, and generate knowledge, in contrast to all previous tools, you might legitimately wonder whether an AI system could be granted patents, just like human inventors. Indeed, couldn’t an AI system generate completely new, useful, and non-obvious things? And in this case, why wouldn’t an AI system be awarded a patent?  

For example, Stanford computers trained to learn biology, using a ChatGPT-type program and millions of raw cell biology data, were able to recognize and identify Norn kidney cells, in just six weeks, whereas it took science 134 years to do likewise (Zimmer, 2024). Norn cells secrete the erythropoietin hormone, which stimulates red blood cell production in bone marrow. If an AI system not only sorts and organizes raw data in efficient ways, according to criteria that are provided, but also recognizes and classifies previously unconnected cell data, doesn’t that mean that an AI system will at some point make discoveries that are vital and non-obvious to a biologist skilled in the art, and therefore patentable? That is the question for which the United States Patent and Trademark Office (USPTO) has recently provided Inventorship guidance for AI-assisted inventions (Federal Register).

Inventorship guidance issued following several Requests for Public Commenting (RFC)** on patenting AI-assisted inventions, since August 2019, and more recent meetings with the stakeholder community, as well most recently, President Biden’s Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, on Oct. 30th, 2023. Inventorship guidance published in the United States Federal Register on February 13, 2024, effective for all patent applications (utility, design, and plant) filed before, on, or after that date. Effective with the understanding that USPTO Inventorship guidance is agency policy, without the force of law. 

According to Section II of the Inventorship guidance set forth by the USPTO, titled: “Inventors and Joint Inventors Named on U.S. Patents and Patent Applications Must Be Natural Persons” the question of whether an AI system can generate a patentable invention is clearly “no”, even if the use of AI in innovation is largely embraced. The reasons for the clarity of the Inventorship guidance are that, per the specifications of US Patent Law (United States Code,Title 35, Section 100(f)) only an “individual”, understood to be a natural person, can be awarded a patent. This specification of Patent Law also applies to joint inventorship (USC 35, Section 100(g)), which means that even if an invention is AI-assisted, the assisting AI system cannot be considered a joint individual (i.e., a natural person inventor). Conversely, an invention in which AI has played an important role is not un-patentable, as long as one or more natural persons significantly contributed to the invention. 

Significant contribution, which the Inventorship guidance also addresses in a series of non-exhaustive guiding principles. Guiding principles to significant contribution based on the notions that simply querying an AI System for an output that might be identified as an invention is insufficient. The significant contribution of a natural person inventor lies in the conception of the prompt devised to elicit an output, and in the significant contribution to the construction (design, training and building) of the output which might be interpreted as an invention (vs. reduction to practice alone).

In other words, the current Inventorship guidance does not deny that an AI system could be instrumental in creating an invention. However, the Inventorship guidance clearly specifies that such a system cannot be listed as an inventor because such a system is not a natural person.  

Far from definitive, considering the evolving developments of AI, and the ways in which the courts will decide and adjudicate on various cases of inventorship in AI-assisted inventions, the USPTO considers their Inventorship guidance an iterative process, which the public is invited to continue commenting. Specifically, the Inventorship  guidance published at the Federal Register specifies: 

"The USPTO views the inventorship guidance on AI-assisted inventions as an iterative process and may continue with periodic supplements as AI technology continues to advance and/or as judicial precedent evolves. The USPTO invites the public to submit suggestions on topics related to AI-assisted inventorship so it can address them in future guidance supplements.”
  

Notes:

*Author of the NYTimes best-selling trilogy Sapiens, Homo Deus, and 21 Lessons for the 21st Century, and Israeli Professor of history at the Hebrew University, in Jerusalem. 

**Comments from the RFCs, uploaded to Regulations.gov, may be consulted at: https://www.regulations.gov/. The docket number is PTO-P-2023-0043. Comments from the stakeholder community include, for example, those of Amazon and Google Inc. The comments refer to the USPTO Guidance on inventorship and AI-assisted inventions, published on February 13, 2024 in the Federal Register. USPTO Guidance that was twice opened for public commenting.  

References

Biden, J. (Oct. 30, 2023). Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence.

https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/

David, E. (Feb. 14, 2024). Patent office confirms AI can’t hold patents. The Verge.  

https://www.theverge.com/2024/2/13/24072241/ai-patent-us-office-guidance 

Federal Register – Inventorship guidance for AI-assisted invention. 

https://www.federalregister.gov/documents/2024/02/13/2024-02623/inventorship-guidance-for-ai-assisted-inventions 

Harari, Y.N.  (2011). Sapiens: A brief history of humankind. New York, NY: Harper Perennial

Harari, Y.N. (2015). Homo Deus: A history of tomorrow. London, UK: Penguin Books. 

Harari, Y.N. (2019). 21 lessons for the 21st Century.  New York, NY: Random House. 

Harari , Y.N. (May 14, 2023). AI and the future of humanity.

https://youtu.be/LWiM-LuRe6w  

USC Title 35, Section 100 (f) and (g).
https://www.uspto.gov/web/offices/pac/mpep/mpep-9015-appx-l.html#d0e302338313

USPTO - Department of Commerce (Feb. 13, 2024). Inventorship guidance for AI-assisted inventions. [Docket No. PTO-P-2023-0043]

https://public-inspection.federalregister.gov/2024-02623.pdf 

Yuval Noah Harari (website)

https://www.ynharari.com/ 

Zimmer, C. (March 10, 2024). AI is learning what it means to be alive?

https://www.nytimes.com/2024/03/10/science/ai-learning-biology.html 

Saturday, December 23, 2023

Terminology: WOTTIES 2023 (1) - 'AI' Collins Dictionary Word of the Year.

Copyright © Françoise Herrmann

The 2023 Collins Dictionary Word of the Year (WOTY) is AI, as in Artificial Intelligence. Collins defines AI as “abbreviation for artificial intelligence: the modeling of human mental functions by computer programs”. 

The choice of the term AI might appear surprising, considering that AI has been around for almost 70 years as an academic discipline. What has changed in 2023, is that AI-driven Chatbots, such as ChatGPT and Claude would probably break the Turing Test for natural language processing and the production of human-like texts, and by the same token deal a serious blow to the domain of epistemology. Indeed, in a topsy-turvy outcome, computer scientists are now designing new tests to defeat machines vs. trying to program them so that they behave like humansor at least fool humans into believing they are also human.

The Turing Test was designed by Alan Turing in 1950. The test consisted in challenging computer scientists to design a machine that would exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human. When carried out, the Turing Test would invoke interaction between a human testing two interlocutors, one of which would be a machine. If the human, who was testing the two interlocutors, could not tell the difference between the machine interlocutor and the human interlocutor, then the machine would have passed the test, as it would be exhibiting behavior indistinguishable from that of a human. 

 In 2023, considering how Natural Language Processing  (NLP), Large Language Models (LLMs) and deep Machine Learning (ML) can combine to respond to human queries for specific information, using Chatbots for example,  computer scientists are now looking for ways to devise new challenging, and even simple tests that underscore what the machine still cannot do like humans. Thus, for example, computer scientists are designing simple visual logic puzzles, which stump AI-driven programs, when compared to human performance on the same tests (Biever, 2023). 

However, at the end of the day, user beware! Before falling-head-over-heels for AI-driven ChatGPT, assumed to already exhibit conversational performance largely equivalent to or indistinguishable from that of humans, remember that passing the Turing Test means being fooled by a machine. The above Collins animated GIF offers a few cases in point. 


References

Biever, C. (July 25, 2023). ChatGPT broke the Turing test — the race is on for new ways to assess AI. Nature. 

https://www.nature.com/articles/d41586-023-02361-7 

Chi, C. (Nov. 29, 2023). AI chatbots: Our top 18 picks for 2023.

https://blog.hubspot.com/marketing/best-ai-chatbot 

Guy, J. (Nov. 1, 2023). Collins Dictionary picks ‘AI’ as its word of the year.

https://www.cnn.com/2023/11/01/world/11-01-2023-collins-dictionary-ai-word-of-the-year-scli-intl-scn/index.html 

Shariatmadari, D. (Nov. 1, 2023). The acceleration of AI and other 2023 trends. Collins Language Lovers Blog.

https://blog.collinsdictionary.com/language-lovers/the-acceleration-of-ai-and-other-2023-trends/ 

(Staff) The Collins Dictionary word of the year is ….

https://www.collinsdictionary.com/us/woty