USPTO Grants Patent for Malware Detector Using NLP

The USPTO has granted patent US12585935B2 to Palo Alto Networks, Inc. for a malware detector that utilizes Natural Language Processing (NLP) on dynamic malware analysis reports. The patent describes a system that aggregates text-based features from these reports to classify files and generate a malware detection output.

Patent US12585934B2: Compressing tokens for transformer models

The USPTO has granted patent US12585934B2 to Microsoft Technology Licensing, LLC, for a method of compressing tokens based on positions for training transformer models. This patent covers techniques for optimizing the training data used in AI models.

USPTO Grants Patent for Augmented Neural Networks in Transfer Learning

The USPTO has granted a patent (US12585933B2) to International Business Machines Corporation for a method of transfer learning using augmented neural networks. The patent, effective March 24, 2026, details a technique for combining pretrained models with submodels trained on different domains to improve performance.

USPTO Patent US12585932B1: Bagging Adversarial Training for QA Ranking

The USPTO has granted patent US12585932B1 to Intuit Inc. for a method of bagging adversarial training for question-answer ranking models using neural networks. This patent covers a technique involving generative adversarial networks and bagged model ensembles for improved QA ranking tasks.

USPTO Patent Grant: 3D Hybrid Bonding Memory Devices for AI Inference

The USPTO has granted a patent (US12585931B2) for 3D hybrid bonding memory devices designed for AI inference applications. The patent, assigned to Macronix International Co., Ltd., details a platform integrating logic and memory dies with specialized AI processing elements.

USPTO Patent US12585709B1: Intuit Inc. Enhances Semantic Search

The USPTO has granted patent US12585709B1 to Intuit Inc. for a method to enhance semantic search using preemptive entropy reduction in vector embeddings. This technology aims to improve the accuracy and efficiency of large language model (LLM) queries by refining document segmentation and embedding processes.

USPTO Patent Grant: ML System for Document Processing

The USPTO has granted patent US12585706B2 for a machine-learning based system and method for automatically processing documents. The patent, assigned to HIGHRADIUS TECHNOLOGIES PRIVATE LIMITED, details a process for classifying document contents using ML models.

USPTO Patent Grant for Feature Space Management

The USPTO has granted patent US12585705B2 to LEMON INC. for a method of feature space management in data samples, utilizing global and local representations to capture domain-specific knowledge. The patent was granted on March 24, 2026.

Automated list answers for question answering systems patent

The USPTO has granted patent US12585677B2 to International Business Machines Corporation for an automated method of generating improved list-type answers in question answering systems. The patent describes a computer-implemented process using machine learning models to classify text and lists, and to provide relevant answers to users.

Tekion Corp Patent for Metadata Tag Auto-Application System

The USPTO has granted Tekion Corp a patent for a system that automatically applies metadata tags to posted entries based on content and source. This system routes payloads, classifies content, and generates entries with relevant metadata tags for improved searchability.