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LG Home Appliance Wi-Fi Auto-Registration via MAC Matching

USPTO published LG Electronics Inc. patent application US20260100860A1 for an automatically registrable home appliance system. The invention uses Wi-Fi module MAC address matching between appliances to enable automatic registration with a server. The system compares MAC information received via Wi-Fi with MAC information included in broadcast information from a second home appliance.

Enhanced Real-Time Linking Methods and Systems Patent Application

USPTO published patent application US20260100917A1 by Live Nation Entertainment, Inc. on April 9, 2026. The application covers systems and methods for enabling real-time linking between devices and defining assignment conditions for resource access rights.

ML Model Selects Analytics Based on Wireless Network State

The USPTO published patent application US20260100889A1 for an apparatus and method that uses machine learning models to select analytics services based on wireless network state. The system receives a request for analytics services including a use case parameter, determines an appropriate ML model based on both the use case parameter and current network conditions, and returns analytics information derived from the selected model. The inventors are Konstantinos Samdanis and Dimitrios Karampatsis, with filing date January 4, 2023 and application number 19113887.

NADD Dynamic HTTP Configuration For Network Functions

The USPTO published patent application US20260100883A1 by inventors Jay Rajput, Ashish Kumar, Virendra Singh, and Shashikiran Bhalachandra Mahalank. The application covers methods and systems for NADD-assisted dynamic configuration of HTTP parameter settings at Network Functions, including receiving SBI message feeds from producer NFs, determining HTTP parameter settings, and communicating settings to producer NFs for traffic flow control. Patent applications create no compliance obligations as they represent filings seeking intellectual property protection rather than granted rights.

System and Method for Interference Mitigation and Congestion Control Through Cross Layer Cognitive Communications and Intelligent Routing

The USPTO published patent application US20260100914A1 assigned to A10 Systems Inc d/b/a AiRANACULUS on May 9, 2025. The application covers a method and system for dynamic packet routing through cognitive communications that detects link statuses across multiple communications modalities and determines optimal routing paths to destination nodes.

Encrypted Command Authentication via Cloud Network

USPTO published patent application US20260100081A1 for security systems and methods related to encrypted command authentication via cloud networks. The application, filed October 8, 2025, by inventors Chris Bouchat and Shawn Zabel, covers encrypted command messages with timestamps, validity durations, use counts, user authentication, session key establishment, and command execution security protocols.

CenturyLink IoD Network Management Patent Application

USPTO published patent application US20260100882A1 assigned to CenturyLink Intellectual Property LLC. The application covers systems and methods for dynamically managing Internet-on-Demand (IoD) services and connected devices through automated network configuration adjustments and priority-based parameter allocation.

AI Apparatus for Machine Operator Performance Feedback Correlation

The USPTO published patent application US20260099769A1 by inventors Bradford Everman and Brian Bradke, assigned to GMECI LLC, covering an AI apparatus for machine operator feedback correlation. The apparatus includes a processor and memory configured to receive performance data from sensing devices, classify performance data into categories, calculate performance determinations, and generate feedback correlations through a machine learning model. The system employs neural network architectures (CPC: G06N 20/00, G06N 3/0442) for correlating operator feedback with performance metrics.

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.

Neural Network Parameter Scaling Method for Federated Learning

The USPTO published patent application US20260099768A1 on April 9, 2026. The application discloses a method for scaling model parameters in federated learning systems where a user equipment applies a scaling factor to parameters based on the number of local training samples before transmitting scaled parameters to a network node. The application was filed on October 11, 2023.