📋 AI Patent & Innovation Digest

Executive Summary

This digest contains AI and machine learning patents recently issued by the United States Patent and Trademark Office. Patents have been categorized by technology type and application area to provide comprehensive coverage of the latest innovations in artificial intelligence.

Patents by AI Technology Type

1. Natural Language Processing (NLP) & Large Language Models

Patent: Using Large Language Model(s) in Generating Automated Assistant Response(s)

Patent Number: US12148421
Publication Date: November 19, 2025
Assignee: Google LLC
Inventors: Martin Baeuml, Mudiyanselage Kosala Bandara, Vikram Sridharan, Daniel Adiwardana, Noam Shazeer, Quoc Le
Classification: G10L 15/183 (Speech recognition)
Abstract: This patent describes systems and methods for generating automated assistant responses using large language models. The technology enables AI assistants to process natural language queries and generate contextually relevant responses through advanced language model architectures.
Application Areas: Customer service, virtual assistants, conversational AI
Social Media Mentions: No current social media mentions identified

Patent: Contextualized and Quantized Soft Prompts for Natural Language Understanding

Patent Number: US12147765
Publication Date: November 19, 2025
Assignee: Salesforce, Inc.
Inventors: Rishabh Bhardwaj, Amrita Saha, Chu Hong Hoi
Classification: G06F 40/284 (NLP)
Abstract: Patents directed to systems and methods for contextualized and quantized soft prompts for natural language understanding. This technology improves the efficiency and effectiveness of NLP models through prompt optimization techniques.
Application Areas: Enterprise NLP, business intelligence, text analysis
Social Media Mentions: No current social media mentions identified

Patent: Speech Recognition Technology

Patent Number: US12148433
Publication Date: November 19, 2025
Inventors: Georg Heigold, Samuel Bengio, Ignacio Lopez Moreno
Classification: G10L 17/18 (Speech analysis)
Abstract: Advanced methods for speech recognition and voice processing using deep learning techniques.
Application Areas: Voice assistants, accessibility tools, telecommunications
Social Media Mentions: No current social media mentions identified

2. Machine Learning & Deep Learning

Patent: Feedback-Based Training for Anomaly Detection

Patent Number: US12147878
Publication Date: November 19, 2025
Assignee: Amazon Technologies, Inc.
Inventors: Barath Balasubramanian, Rahul Bhotika, Niels Brouwers, Ranju Das, Prakash Krishnan, Shaun Ryan James McDowell, Anushri Mainthia, Rakesh Madhavan Nambiar, Anant Patel, Avinash Aghoram Ravichandran, Joaquin Zepeda Salvatierra, Gurumurthy Swaminathan
Classification: G06N 20/00 (Machine learning)
Abstract: Systems and methods for training machine learning models with feedback mechanisms to detect anomalies in data. This represents an advancement in adaptive ML systems that improve accuracy through continuous learning.
Application Areas: Cybersecurity, fraud detection, system monitoring, quality assurance
Social Media Mentions: No current social media mentions identified

Patent: Predicting Time of Event Using Machine Learning Model

Patent Number: US12147912
Publication Date: November 19, 2025
Assignee: Capital One Services, LLC
Inventors: Abdelkader M'hamed Benkreira, Joshua Edwards, Michael Mossoba
Classification: G06N 5/04 (Machine learning - classification)
Abstract: Describes methods and systems for predicting the time of an event associated with an instrument using machine learning models, with applications in financial services and risk prediction.
Application Areas: Finance, banking, predictive analytics, risk management
Social Media Mentions: No current social media mentions identified

Patent: Prospective Media Content Generation Using Neural Network Modeling

Patent Number: US12147885
Publication Date: November 19, 2025
Assignee: Nielsen Company (US), LLC
Inventors: Meghana Bhatt, Rachel Payne
Classification: G06N 3/02 (Neural networks)
Abstract: Systems for generating prospective media content using neural network models to predict audience preferences and optimize content recommendations.
Application Areas: Media & entertainment, content creation, audience analytics
Social Media Mentions: No current social media mentions identified

3. Computer Vision & Image Recognition

Patent: Shared Vision System Backbone

Patent Number: US12148223
Publication Date: November 19, 2025
Assignee: Toyota Jidosha Kabushiki Kaisha & Toyota Research Institute, Inc.
Inventors: Arjun Bhargava, Chao Fang, Charles Christopher Ochoa, Kun-Hsin Chen, Kuan-Hui Lee, Vitor Guizilini
Classification: G06V 20/58 (Computer vision - scene analysis)
Abstract: The Patent describes shared vision system backbones for autonomous vehicles and robotics, enabling multiple computer vision tasks to be performed on a unified architecture.
Application Areas: Autonomous vehicles, robotics, advanced driver assistance systems (ADAS)
Social Media Mentions: No current social media mentions identified

Patent: Detection and Monitoring System

Patent Number: US12148194
Publication Date: November 19, 2025
Inventors: Hua-mei Chen, Ashley Diehl, Erik Blasch, Genshe Chen
Classification: G06V 10/44 (Object detection)
Abstract: Advanced computer vision systems for detecting and monitoring objects in images and video streams using deep learning.
Application Areas: Surveillance, industrial inspection, autonomous systems
Social Media Mentions: No current social media mentions identified

Patent: Method for Quantitatively Measuring Water Exchange Rate

Patent Number: US12148160
Publication Date: November 19, 2025
Assignee: Zhejiang University
Inventors: Ruiliang Bai, Zhaoqing Li
Classification: G06T 7/0012 (Image analysis)
Abstract: Computer vision and image analysis methods for measuring water exchange rates in brain white matter using MRI imaging.
Application Areas: Healthcare, medical imaging, neuroscience research
Social Media Mentions: No current social media mentions identified

4. Quantum Computing & Advanced Computing

Patent: Quantum Error Correction Code Decoder and Methods

Patent Number: US12147874
Publication Date: November 19, 2025
Assignee: Riverlane Ltd
Inventors: Ben Andrew Barber, Kenton Michael Barnes, Kauser Yakub Johar, Luka Skoric
Classification: G06N 10/70 (Quantum computing)
Abstract: Methods and systems for quantum error correction code decoding are essential for practical quantum computing applications.
Application Areas: Quantum computing, error correction, quantum systems
Social Media Mentions: No current social media mentions identified

5. Other AI Technologies

Patent: AI Accelerator for Transformer Workloads

Patent Number: US12147359
Publication Date: November 19, 2025
Assignee: d-MATRIX Corporation
Inventors: Sudeep Bhoja, Siddharth Sheth
Classification: G06F 13/1668 (Processor architecture)
Abstract: AI accelerator apparatus using in-memory compute chiplet devices specifically optimized for transformer-based machine learning workloads.
Application Areas: AI infrastructure, data centers, high-performance computing
Social Media Mentions: No current social media mentions identified

Patents by Application Area

Healthcare & Medical Applications

Method for Quantitatively Measuring Water Exchange Rate (US12148160) - Medical imaging
Multiple other healthcare-related AI patents were found

Finance & Banking

Predicting Time of Event Using Machine Learning (US12147912) - Risk prediction and analytics

Autonomous Vehicles & Transportation

Shared Vision System Backbone (US12148223) - Toyota autonomous driving systems

Enterprise & Business Intelligence

Contextualized and Quantized Soft Prompts for NLP (US12147765) - Salesforce enterprise NLP
Feedback-Based Training for Anomaly Detection (US12147878) - Cybersecurity and monitoring

Consumer & Technology

Using Large Language Model(s) for Automated Responses (US12148421) - Google assistant technology

Advanced Computing Infrastructure

AI Accelerator for Transformer Workloads (US12147359) - Data center and AI infrastructure

Summary Statistics

Primary Technology Focus: Natural Language Processing & Large Language Models (3 patents)
Top Assignees: Google LLC, Amazon Technologies, Toyota, Salesforce
Most Common Classification: G06N (Machine Learning and Artificial Intelligence)

The Journey of Life.....

Saturday, November 22, 2025

📋 AI Patent & Innovation Digest - [22-Nov-2025]