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NIST Report on AI Monitoring Challenges

NIST has released a new report, NIST AI 800-4, detailing challenges in monitoring deployed artificial intelligence systems. The report identifies six common categories of monitoring and highlights gaps and barriers to effective AI system oversight, based on practitioner workshops and literature reviews.

NIST and GSA MOU to Boost AI Evaluation Science in Federal Procurement

NIST's Center for AI Standards and Innovation (CAISI) has signed a Memorandum of Understanding with the General Services Administration (GSA) to enhance AI evaluation science for federal procurement. This collaboration aims to support the USAi platform by developing robust methodologies for assessing AI model performance and security.

NIST AI Report Expands Evaluation Toolbox with Statistical Models

NIST has released a new publication, NIST AI 800-3, which introduces statistical models to improve the validity and robustness of AI system evaluations. The report distinguishes between benchmark accuracy and generalized accuracy and proposes the use of generalized linear mixed models (GLMMs) for more precise AI performance measurement.

USPTO Patent Application for Information Processing Apparatus

The USPTO has published a new patent application for an information processing apparatus and its control method. The application, filed by Haruna Sato, describes systems for establishing direct or infrastructure connections based on communication apparatus model information.

USPTO Patent Application: Backoff Indication for Wireless Random Access

The USPTO has published a new patent application detailing systems and techniques for wireless communications. The application describes a network entity transmitting configurations for a backoff indicator (BI) to user equipment (UE), which influences random access procedures and network energy savings.

USPTO Patent Application: Network Coexistence Airtime Sharing

The USPTO has published a new patent application from Cypress Semiconductor Corporation detailing technologies for network coexistence and airtime sharing. The application describes a method for managing wireless traffic to prevent interference between different wireless network types.

USPTO Patent Application: Hybrid Base Station and RRH

The USPTO has published a patent application (US20260082450A1) for a hybrid base station and Remote Radio Head (RRH) system. The application, filed on November 25, 2025, describes a method for switching between internal and external baseband units to control a radio head, providing dual functionality.

USPTO Patent Application: Machine Learning Measurement Reporting in Wireless Communication

The USPTO has published a patent application from LG Electronics Inc. detailing a method for machine learning-based measurement reporting in wireless communication systems. The application describes a user equipment's process for configuring, obtaining, and transmitting measurement results based on machine learning models.

Samsung Patent Application for Semiconductor Device

The USPTO has published a patent application from Samsung Electronics Co., Ltd. for a novel semiconductor device. The application details a specific structure involving a channel layer, a ferroelectric layer with a unique interface region, and a gate electrode, aiming to improve semiconductor performance.

USPTO Patent Application for Dynamic Spectrum Management

The USPTO has published a patent application (US20260082236A1) filed by Digital Global Systems, Inc. for a system, method, and apparatus for dynamic, prioritized spectrum management and utilization. The application details a system incorporating monitoring sensors, data analysis, and a semantic engine to create actionable data for spectrum management.