Topic
machine learning
213 published works
Joe Raczynski | Technologist
From AI Assistants to Associates
EmTechMIT, Cambridge, MA: Sudheesh Nair, Cofounder & CEO of TinyFish, opened his talk with a bold premise: AI agents are approaching a pivotal transformation, ready to change the very shape…
PTABWatch
Review Panel of the PTAB Weighs in on Eligibility of AI Claims
In Ex parte Desjardins, Appeal 2024-000567 (Review Panel of the PTAB, Sept. 26, 2025), the PTAB Appeals Review Panel (“Review Panel”) vacated a decision of the PTAB that had sua…
IP Finance
AI Patent Claims are 101 Patent Eligible Subject Matter
By IP Finance
In the matter of ex parte Desjardins et al., the Appeals Review Panel vacates the Patent Trial and Appeals Board decision that claims concerning machine learning are not patent eligible…
Banking, Finance and Securities
ECB revises guide to internal models
By Michael Born (DE), Simon Lovegrove (UK)
On 28 July 2025, the European Central Bank (ECB) updated its guide to internal models. The updated guide includes a new section on machine learning which specifies expectations for using…
Internet, IT & e-Discovery
Can cybersecurity really protect us from AI driven Non-Human Identities (NHI)?
By Peter Vogel
CSOonline reported that “Machine identities pose a big security risk for enterprises, and that risk will be magnified dramatically as AI agents are deployed. According to a report by cybersecurity vendor CyberArk,…
Inside Government Contracts
April 2025 Cybersecurity Developments Under the Trump Administration
By Susan B. Cassidy, Ashden Fein, Robert Huffman, Ryan Burnette, Krissy Chapman, Grace Howard
This is the third blog in a series of Covington blogs on cybersecurity policies, executive orders (“EOs”), and other actions of the new Trump Administration. This blog describes key cybersecurity…
GT TechVenture Views
Federal Circuit: Machine Learning Patents Ineligible in Recentive Analytics, Inc. v. Fox Corp.
By James J. DeCarlo, Samuel S. Stone
In a precedential decision addressing the intersection of machine learning and patent law, the Federal Circuit affirmed the district court’s dismissal of Recentive Analytics, Inc.’s patent infringement claims against Fox…
Consumer Financial Services Law Monitor
The FinReg Frontier: AI and Machine Learning in Consumer Finance
By Chris Willis
In this episode of the Consumer Finance Podcast, Chris Willis, co-leader of Troutman Pepper Locke's Consumer Financial Services Regulatory practice, delves into the current state of machine learning and artificial…
Patentology Blog
DeepSeek’s Pro-China Bias is Superficial: Revealing the Power of Local AI Deployment
Today, something a little different for this blog. As many readers are aware, for the past couple of years I have been working towards a PhD in which, very broadly…
BioSlice Blog
Virtual and Digital Health Digest – July 2024
By Arnold & Porter, Dr Beatriz San Martin, Sofia Holmquist, Zahrah Kazim
This digest covers key virtual and digital health regulatory and public policy developments during June 2024 from United Kingdom, and European Union. While it has been a relatively quiet month in the…