Law.com Subscribers SAVE 30%
Call 855-808-4530 or email [email protected] to receive your discount on a new subscription.
Artificial Intelligence and Subject Matter Eligibility In U.S. Patent Office Appeals
Artificial intelligence is changing industry and society, and metrics at the U.S. Patent and Trademark Office (USPTO) reflect its impact. In a recent publication, the USPTO indicated that from 2002 to 2018 the share of all patent applications relating to artificial intelligence grew from 9% to approximately 16%. See "Inventing AI, Tracing the diffusion of artificial intelligence with U.S. patents," Office of the Chief Economist, IP Data Highlights (October 2020). For the foreseeable future, patent applications involving artificial intelligence technologies, including machine learning, will increase with the continued proliferation of such technologies. However, subject matter eligibility can be a significant challenge in securing patents on artificial intelligence and machine learning.
This article explores USPTO handling of Alice issues involving artificial intelligence and machine learning through a sampling of recent Patent Trial and Appeal Board (PTAB) decisions. See Alice Corp. v. CLS Int'l, 134 S. Ct. 2347 (2014). Some decisions dutifully applied USPTO guidelines on subject matter eligibility, including Example 39 thereof, to resolve appeal issues brought to the PTAB. In one case, the PTAB sua sponte offered eligibility guidance even with no Alice appeal issue before it. These decisions inform strategies to optimize patent drafting and prosecution for artificial intelligence and machine learning related inventions.
"Generic Machine Learning Algorithm"
In Ex parte Hussain, Appeal No. 2020-005406 (PTAB Feb. 18, 2021), the PTAB considered the subject matter eligibility of claims reciting a "machine learning algorithm" in relation to mitigation of risk of consumer default on an online transaction. Representative claim 1 recited as follows:
- A computer-implemented method, comprising: under the control of one or more computer systems that execute instructions,providing executable instructions to a client computing device associated with a user that, as a result of being executed by the client computing device, causes the client computing device to:
collect client data that includes:
This premium content is locked for Entertainment Law & Finance subscribers only
ENJOY UNLIMITED ACCESS TO THE SINGLE SOURCE OF OBJECTIVE LEGAL ANALYSIS, PRACTICAL INSIGHTS, AND NEWS IN ENTERTAINMENT LAW.
- Stay current on the latest information, rulings, regulations, and trends
- Includes practical, must-have information on copyrights, royalties, AI, and more
- Tap into expert guidance from top entertainment lawyers and experts
Already a have an account? Sign In Now Log In Now
For enterprise-wide or corporate acess, please contact Customer Service at [email protected] or 877-256-2473
Strategy vs. Tactics: Two Sides of a Difficult Coin
With each successive large-scale cyber attack, it is slowly becoming clear that ransomware attacks are targeting the critical infrastructure of the most powerful country on the planet. Understanding the strategy, and tactics of our opponents, as well as the strategy and the tactics we implement as a response are vital to victory.
'Huguenot LLC v. Megalith Capital Group Fund I, L.P.': A Tutorial On Contract Liability for Real Estate Purchasers
In June 2024, the First Department decided Huguenot LLC v. Megalith Capital Group Fund I, L.P., which resolved a question of liability for a group of condominium apartment buyers and in so doing, touched on a wide range of issues about how contracts can obligate purchasers of real property.
CoStar Wins Injunction for Breach-of-Contract Damages In CRE Database Access Lawsuit
Latham & Watkins helped the largest U.S. commercial real estate research company prevail in a breach-of-contract dispute in District of Columbia federal court.
The Article 8 Opt In
The Article 8 opt-in election adds an additional layer of complexity to the already labyrinthine rules governing perfection of security interests under the UCC. A lender that is unaware of the nuances created by the opt in (may find its security interest vulnerable to being primed by another party that has taken steps to perfect in a superior manner under the circumstances.