Information processing device for improving quality of generator of GAN

The USPTO granted patent US12596910B2 to Nomura Research Institute, Ltd. covering an information processing device that executes learning algorithms for conditional generative adversarial networks and formal verification algorithms to ensure generative models produce outputs within designated class boundaries. The patent addresses GAN quality improvement through classification-based property verification within defined noise vector norms.

Patent US12596912B2 - Operations and Maintenance Control Systems

USPTO granted patent US12596912B2 to INCUCOMM, INC. on April 7, 2026. The patent covers systems and methods for operations and maintenance systems using dual AI models with dynamic weightings to predict characteristics and execute operational decisions. The patent contains 26 claims across multiple AI/ML classifications including neural networks, deep learning, and hybrid computing models.

Generative AI for Industrial Automation Control Design Environment

The USPTO granted Patent US12596915B2 to Rockwell Automation Technologies, Inc. covering a generative AI system for industrial automation integrated development environments. The patent enables users to generate industrial control code, HMI applications, and device configurations using plain language commands through AI models and neural networks. The patent contains 20 claims and names 15 inventors.

Convolutional neural network (CNN) processing method and apparatus

The USPTO granted Samsung Electronics Co., Ltd. patent US12596913B2 for a convolutional neural network (CNN) processing apparatus and method. The patent covers techniques for determining loading space units in input feature maps, loading target input elements from memory into buffers, and performing convolution operations with kernel elements. The patent contains 13 claims and names Jinwoo Son, Changyong Son, Jaejoon Han, and Chang Kyu Choi as inventors.

SEC 8-K Cybersecurity Incident Filings - Material Incident Disclosures

ChangeBridge aggregated four SEC Form 8-K Item 1.05 cybersecurity incident filings from 2026 filed by public companies CareCloud, Inc. (CCLD), Wytec International Inc. (WYTC), Trio-Tech International (TRT), and UFP Technologies Inc. (UFPT). Each filing discloses a material cybersecurity incident pursuant to SEC rules requiring public companies to report material cybersecurity events within four business days of determining materiality.

Joseph Vigour v. Daniel Franklin Vigour - THE OVOID Trademark Opposition

Joseph Vigour filed a trademark opposition (TTAB Proceeding No. 91306397) against Daniel Franklin Vigour's application for THE OVOID trademark. The opposition was filed and accepted with fees on April 6, 2026. The TTAB will now evaluate the merits of the opposition before any registration can proceed.

PEM-AMERICA opposes CW Brands trademark - CEDAR BAY HOME COLDWATER CREEK

USPTO Trademark Trial and Appeal Board Opposition No. 91306395 filed by PEM-AMERICA, INC. against CW Brands, LLC challenging the registration of the trademark CEDAR BAY HOME COLDWATER CREEK. The opposition was filed on April 6, 2026, initiating formal proceedings before the TTAB to prevent registration of the disputed mark.

Mattel files UNOSTUBY trademark opposition against Shenzhen company

Mattel files UNOSTUBY trademark opposition against Shenzhen company

Vigour v. Vigour - TTAB Trademark Opposition

USPTO Trademark Trial and Appeal Board received Opposition No. TTAB91306398 filed by Joseph Vigour against Daniel Franklin Vigour on April 6, 2026. The opposition challenges the registration of a trademark, initiating an administrative proceeding before the TTAB to resolve the dispute.

TTAB Opposition TTAB91306396 - THE POUR COWGIRL

USPTO Trademark Trial and Appeal Board issued Opposition No. TTAB91306396 filed by Patrick Addy against applicant Julia Kristen Horlebein regarding trademark application for 'THE POUR COWGIRL'. The opposition initiates a formal administrative proceeding to determine whether the subject mark should be registered based on likelihood of confusion or other grounds.