AlphaFold 2, Open Source AI for Protein Structure Prediction

Attorney: Yuki Onoe
August 2, 2021

On July 15, a team of scientists published a Nature article, titled “Highly accurate protein structure prediction with AlphaFold.”[1] The article describes how the neural network model developed by Google’s DeepMind can predict protein structures “with atomic accuracy even where no similar structure is known.”[2] In addition, DeepMind has now open-sourced the code for AlphaFold 2, allowing further collaborations for even more accurate protein structure prediction.<... Read more

Amazon's Alexa Survives Infringement Battle Against Three Voice Technology Patents

July 8, 2021

On June 22, 2021, a Western District of Texas jury returned a verdict in Freshhub, Inc. v. Amazon.com Inc., finding that Amazon’s Alexa devices do not infringe three voice technology patents owned by Freshub.[1] We want to report and discuss this case on the AI Patent Blog because virtual assistant software and products represent a commercially significant form of AI technology, and this case dives into the nuanced differences between legacy voice recognition software and modern AI-based virtual assistants.<... Read more

AI and Written Description: When Does an AI Patent Claim Cross the Line?

Attorney: Sameer Gokhale
June 28, 2021

Following Ed Garlepp’s great discussion on AI disclosure issues[1][2], I want to describe a related problem with AI and issues arising under the written description requirement that I often bring up when presenting on this topic. I started raising this topic following an episode of HBO’s Silicon Valley.  One of the characters who lives in the incubator depicted in the show, Jian Yang, pitches an app to venture capitalists called “See Food” which is described as a “Shazam for food.” The user takes a picture of food, and then the app returns an identification of the food.    Eventually Jian Yang does come up with an app that can identify food. The problem: it can only identify “hot dog” and “not hot dog.”  When asked why he only created an app that only recognizes one type of food, Jian Yang explains that identifying more foods will require scraping significantly more images of food from the Internet to use as training data for a computational model.<... Read more

Application of AI in Legal Services

June 11, 2021

written by: Kasumi Kanetaka

A question that is often asked is why there are so many lawyers? The question is often paired with questions about why lawyers spend so much time on seemingly insignificant tasks and why they are always busy and have a poor work-life balance.<... Read more

Protecting the Data that Fuels AI

Attorney: Sameer Gokhale
May 28, 2021

Recently, I had the privilege of participating in a couple of virtual conferences as a panelist on issues related to artificial intelligence (AI) and intellectual property (IP). Normally when I participate as a speaker at a conference I speak on many of the issues you may have read in our previous blog posts. I tend to focus heavily on patent prosecution issues in obtaining an AI patent, whether in the U.S. or around the globe. However, these two recent panels had a particular focus on how to protect data as an asset. While the issue of protecting data (or information in general) has long been a grey area issue in the realm of IP, this issue has risen to the forefront due to AI and the rise of “Big Data.” <... Read more