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Training Content Authenticity Validators via Variable Resolution Game

USPTO published patent application US20260099720A1 assigned to D5AI LLC, covering computer-implemented systems and methods for training content authenticity validators using variable resolution game theory in adversarial machine learning. The application, filed on October 25, 2024, describes training generators and discriminators in a simulated multi-player adversarial game relationship, including two-person zero-sum game configurations with non-simultaneous parameter updates.

Generating Three-Dimensional Molecule Structures Using Generative Artificial Intelligence Models

USPTO published patent application US20260100254A1 titled 'Generating Three-Dimensional Molecule Structures Using Generative Artificial Intelligence Models' filed on April 15, 2025 by inventors Daniel Alexander Reidenbach and Filipp Nikitin. The application discloses methods for using transformer layers and graph neural networks in a generative AI model to generate and refine 3D molecular structures for drug discovery based on initial structure, atom type, and bond type inputs.

Adaptive Data Loader for Bridging Legacy Data Sources and Artificial Intelligence Model Training

USPTO published patent application US20260099766A1 titled 'Adaptive Data Loader for Bridging Legacy Data Sources and Artificial Intelligence Model Training.' The application discloses a process for identifying legacy data sources, adapting data loaders to process data into a training format, and training AI models using the processed batches. Application No. 19064832 was filed on February 27, 2025.

Multimodal Retrieval Augmented Generation for Visually Rich Documents

USPTO published patent application US20260099698A1 filed by JPMorgan Chase Bank, N.A. The application covers multimodal retrieval augmented generation (RAG) methods for visually rich documents using a page-wise chunking algorithm. The system embeds text, spatial, and visual features from document pages into vectors, retrieves relevant chunks based on query similarity, and generates responses via a generative model.

Rate Controller for ECN Patent, Network Congestion Management

The USPTO published patent application US20260100915A1 for a Rate Controller for Explicit Congestion Notification (ECN) system developed by inventors Simone Bolettieri and Koen De Schepper. The invention describes a communication node that marks packets based on network congestion levels, using adaptive marking-related parameters and smoothed measurement values to manage network traffic. The application was filed on September 23, 2025.

Effective LAG Load Distribution via L2 Source Forwarding/Routing

The USPTO published patent application US20260100908A1 filed by Ciena Corporation on October 7, 2024. The application covers systems and methods for Link Aggregation Group (LAG) load distribution via Layer 2 source forwarding/routing in networks. The published application includes claims for an apparatus with circuitry configured to monitor network status and determine paths through LAGs for new traffic from access nodes.

Configurable Packet Switch for Handling Data Packet Traffic

USPTO published patent application US20260100918A1 for a configurable packet switch system. The invention relates to handling network traffic in a packet switch having multiple ports and a switch fabric. The technique involves receiving data packets at a second port, routing through the switch fabric to a third port, and then routing to a first port for transmission to a recipient.

Time Domain Resource Determination for Full-Duplex Operation

USPTO published patent application US20260100811A1 titled 'Time Domain Resource Determination for Full-Duplex Operation' filed on October 8, 2024. The application covers techniques for indicating time resources for full duplex user equipment operation, including configuration of subband full duplex (SBFD) time resources and half duplex (HD) time resources, and signaling to indicate available SBFD time resources for full duplex communication. Inventors: Ahmed Attia ABOTABL, Muhammad Sayed Khairy ABDELGHAFFAR, and Abdelrahman Mohamed Ahmed Mohamed IBRAHIM.

Audi Patent for Data Transmission Quality Indicator

Audi AG has obtained a published patent application (US20260100910A1) for a method of generating a data transmission quality indicator. The method involves detecting processing signals containing messages from functional units of a transmitter, determining a receiver message count, and verifying it against a predefined reference message count based on periodicity to assess wireless data transmission quality between transmitter and receiver.

TSN Network Integrates Wired, Wireless for IoT

USPTO published patent application US20260100913A1 for a Time Sensitive Networking (TSN) system integrating wired and wireless TSN agents for mission-critical IoT applications. The system uses reinforcement learning and QoS feedback to dynamically generate optimized flow schedules for deterministic communication. Inventors are Subhasri Duttagupta and Abhilash Gopalakrishnan.