The mythology surrounding the act of invention tends to concentrate on the breakthrough moment. There is a flash of insight, a sketch is made on a cocktail napkin, the prototype is assembled in a garage to prove the brilliance of the concept. Unfortunately, commercial markets are considerably less romantic. They do not reward ideas merely because they are clever, patentable or even technically superior. They reward products that work, solve a problem customers recognize, can be manufactured at an economically sustainable price and generate an acceptable return for whoever assumes the risk of bringing them to market.

The U.S. Court of Appeals for the Federal Circuit (CAFC) issued a decision today in Dental Monitoring SAS v. Align Technology, Inc., affirming a district court ruling that found several patent claims covering deep learning based dental image analysis invalid as directed to ineligible subject matter under Section 101. Dental Monitoring SAS owns U.S. Patent 11,049,248 and U.S. Patent 10,755,409, both of which relate to dental arch image analysis. The ‘248 patent covers “a method for assessing the shape of an orthodontic aligner using a deep learning device,” while the ‘409 patent covers a method for acquiring and analyzing an image of a dental arch using the same type of device.

The United States government, on behalf of President Donald Trump, abandoned its application to register the trademark BOARD OF PEACE on July 3, after filing an express abandonment, according to U.S. Patent and Trademark Office (USPTO) documents. The application was a source of controversy earlier this year, when Representative Jamie Raskin (D-MD), Ranking Member of the House Judiciary Committee, sent a letter to USPTO Director John Squires pressing him to answer questions about the Office’s role in filing the trademark application on behalf of the Trump Administration.