USPTO Patent US12585730B2: Machine Learning Model Management

The USPTO has granted patent US12585730B2 to OPSWAT Inc. for a method of managing machine learning models used in file analysis. The patent describes a system that retrains models based on accuracy feedback to improve detection of suspicious files.

USPTO Patent for System Extracting and Categorizing Online Business Information

The USPTO has granted a patent (US12585714B1) to 6SENSE INSIGHTS, INC. for a system and method to extract and categorize online business information. The system uses a fine-tuned BERT model for URL classification and an LLM for content processing and tag generation.

Data processing system, object detection method, and apparatus thereof

The USPTO has granted patent US12585944B2 to Huawei Technologies Co., Ltd. for a data processing system and object detection method applied to the artificial intelligence field. The patent introduces shallow texture detail information into deep feature maps for improved target detection.

Patent US12585943B2: Transfer learning for seniority modeling label shortage

Patent US12585943B2: Transfer learning for seniority modeling label shortage

HAVANA Act Rules Correction

The Department of State has issued a correction to the final rule concerning the HAVANA Act. This correction amends the comment deadline for a specific section, extending it from March 16, 2026, to May 15, 2026.

Global Magnitsky Act Annual Report

The U.S. Department of State has released its annual report on the implementation of the Global Magnitsky Human Rights Accountability Act for the 2025 reporting period. The report details the use of sanctions as a foreign policy tool and lists specific designations made against foreign individuals and entities for human rights abuses and corruption.

Notice of Culturally Significant Objects Exhibition

The U.S. Department of State has issued a notice designating an object, Jean Siméon Chardin's Water Cistern, as culturally significant for temporary exhibition at The Metropolitan Museum of Art. This determination is made under the Act of October 19, 1965, and is considered to be in the national interest.

Education Dept. Teacher Cancellation Low Income Directory Information Collection

The Education Department has published a notice regarding information collection activities for the Teacher Cancellation Low Income Directory. This notice details proposals and approvals related to data collection for this directory, which is used to track teacher service for loan cancellation purposes.

Bermuda Summer Ferry Schedule Announcement

The Bermuda Government announced the introduction of the 2026 Summer Ferry Schedule, effective April 6, 2026. Key updates include a direct ferry service from Dockyard to St. George's, Monday through Saturday, increasing capacity by 133% to support tourism and local access. Two new 550-passenger ferries have also been introduced to modernize the public transportation infrastructure.

Minister Attends BEDC Business Awards

The Minister of Economy and Labour attended the 2026 Bermuda Economic Development Corporation (BEDC) Business Awards on March 24, 2026. The event recognized the contributions of Bermuda's entrepreneurs and reaffirmed the government's commitment to fostering a strong entrepreneurial environment.