Enhancing AI Agent Spatial Reasoning for Real-World Applications

Introduction

Hello, we are Fan Yang from Fujitsu Research and Quanting Xie from Carnegie Mellon University.

Our institutions have a longstanding partnership focused on pioneering AI technologies to tackle real-world challenges. We are excited to share how our partnership pioneers AI technologies for real-world challenges. CMU’s Embodied-RAG - a framework that revolutionizes spatial reasoning for embodied AI agents - combines seamlessly with our YOWO (You Only Walk Once) system for collaborative indoor mapping. Together, they elevate spatial intelligence accommodated to be evaluated in our FieldWorkArena (FWA), which is designed for benchmarking AI agents in improving efficiency, safety, and decision-making in complex indoor environments like factories, warehouses and retail stores. In this blog, we will introduce how their integration solves critical challenges in factories and warehouses through enhanced spatial-semantic reasoning.

Achieving Extreme Precision in Quantum Gate Operations: A Deep Dive into Fujitsu's Diamond Qubit Technology

Introduction

Hello. I'm Hidetoshi Matsumura from the Quantum Laboratory at Fujitsu Research. At our lab, we're dedicated to exploring the exciting world of quantum computers. These aren't just faster versions of what we have now; they operate on entirely different principles, promising revolutionary computational power with the potential to transform countless industries.

In this article, I'll be diving deeper into our press release from March 24, 2025, titled "Fujitsu and QuTech realize high-precision quantum gates" [1]. The goal is to explain the value and significance of the technology we unveiled. With so many incredible advancements being announced in the quantum computing space lately, I hope you'll come away thinking, "Wow, Fujitsu's diamond spin quantum computer is pretty impressive too!"

Introduction of OSS quantum cloud platform "Open Quantum Toolchain for Operators & Users"

Hello, I'm Gokita who is in charge of R&D of quantum cloud platform at Quantum Laboratory, Fujitsu Research.

Fujitsu has expanded the Quantum Cloud Platform "Open Quantum Toolchain for Operators & Users" , which Fujitsu has been developing in collaboration with teams including University of Osaka *1, Systems Engineering Consultants Co., LTD. (SEC), *2, and TIS Inc. (TIS) *3, and released it as OSS (Open Source Software) including various quantum software. So I would like to introduce the outline of this OSS.

github.com

*1:https://qiqb.osaka-u.ac.jp/

*2:https://www.sec.co.jp/ja/index.html

*3:https://www.tis.co.jp/

Next Generation of Music Production Powered by Fujitsu’s Music-Generative AI

Introduction

Hello, I am Hong Gao from Computing Laboratory. Fujitsu Research collaborated with Amadeus Code Inc., led by the renowned Japanese music producer Jun Inoue, to develop a generative AI-based music creators support tool. This blog introduces the background and technical mechanism behind this innovation.

In music production, creators often face challenges such as creative blocks and expressive limitations. They can spend days searching for inspiration and experimenting through trial and error. The music-generative AI we developed is designed to enhance creators' inspiration and support the creation of original music that goes beyond existing conventions. By leveraging AI technologies, we hope to unlock new possibilities for musical expression and elevate creativity beyond limits.

At the 31st Ocean Engineering Symposium, we presented our "Automatic Classification Technology for Multiple Seaweed Species", which has the potential to contribute significantly to blue carbon credits and biodiversity conservation!

Hello. This is Suzuki from the Converging Technologies Laboratory and Ijuin from the Human Digital Twin Division. Our research group is aiming to realize "Ocean Digital Twin" and, as part of this, we are developing an automatic classification technology for multiple seaweed species using image AI. Recently, we presented our research results at the 31st Ocean Engineering Symposium. Here in this post, we will introduce the content of our presentation.

DeepSeek Security Evaluation - Part 2: New security aspects of DeepSeek model with KG-RAG Attack and Hypergraph Defense Technologies

Hello, I am Manohar Kaul from AI Security Lab of FRIPL, in India, at Data & Security Research Laboratory. Today, we are publishing Part 2 of the DeepSeek Security Evaluation, delving into new security aspects of DeepSeek using additional internal research techniques developed at our laboratory.

We have also published Part 1 of the DeepSeek Security Evaluation, providing a comprehensive assessment of security risks using Fujitsu’s LLM Vulnerability Scanner. Please take a look there as well.

blog-en.fltech.dev

DeepSeek Security Evaluation - Part 1: A Comprehensive Assessment of Security Risks Using Fujitsu’s LLM Vulnerability Scanner

Hello, I am Roman from Generative AI Trust Research team at Data & Security Research Laboratory. Today, we are publishing Part 1 of the DeepSeek Security Evaluation, providing a comprehensive assessment of security risks using Fujitsu’s LLM Vulnerability Scanner. Part 2, which will be released soon, will delve into new security aspects of DeepSeek using additional internal research techniques developed at Data & Security Research Laboratory.

This report presents our team's comprehensive evaluation of security risks of DeepSeek R1 model, as assessed by Fujitsu's LLM vulnerability scanner. We show our key findings, "the dual nature of DeepSeek R1's capabilities", which had not been mentioned in previous publications.

“TabGLM: Tabular Graph Language Model for Learning Transferable Representations through Multi-Modal Consistency Minimization” accepted at AAAI 2025

Introduction

Hello! I am Maria Xenochristou, a Senior Researcher at the Artificial Intelligence Laboratory of Fujitsu Research of America. I study deep learning architectures for tabular data, as well as table retrieval and QA.

Recently, our research paper "TabGLM: Tabular Graph Language Model for Learning Transferable Representations through Multi-Modal Consistency Minimization" was accepted at AAAI 2025, one of the top conferences in AI.

SC24 Report - Showcasing technologies for more convenient and efficient use of supercomputers

Introduction

Hello, I'm Hiroki Ohtsuji from the Computing Laboratory at Fujitsu Research. Today, I would like to share my report on attending the ACM/IEEE SC24 (officially known as The International Conference for High Performance Computing, Networking, Storage, and Analysis) held in Atlanta, Georgia. This conference is the world's largest international conference on supercomputing, where we showcased and presented technologies such as the AI Computing Broker (blog post, video, PDF) and Interactive HPC (video, PDF).

Multi-AI agent security technology to protect against vulnerabilities and new threats

Hello, we are Andrés and Roman from Data & Security Research Laboratory. We believe that Generative AI can be a positive tool to enhance the cyber security readiness of organizations across the world, but also that these tools need to be protected from misuse and attacks. For these reasons, our teams have been working at the development of two complementary technologies, and we would like to introduce them in this post.

Update History
・16/12/2024 Add a video explaining multi-AI agent security technology and a link to Fujitsu Research Portal in Related Links

The AI Tool for Experiencing Customer Aggression: Supporting the Acquisition of Appropriate Response Skills through the Integration of AI and Social Psychology

Hello, this is Yoshioka from Converging Technologies Laboratory of Fujitsu. We conduct research and development by integrating Fujitsu's AI technology and behavioral science, psychology, and more. Today, we are pleased to introduce our newly launched the AI Tool for Experiencing Customer Aggression, which supports the acquisition of response skills to customer harassment through interactions with AI avatar.

Demonstration of Ocean Digital Twin Technology at Nationally Certified Sustainably Managed Natural Site in Ishigaki Island

Hello, this is Iida from the Converging Technologies Laboratory at Fujitsu. Our research group is developing Ocean Digital Twin technology to fully digitize the ocean. As part of this, we conducted a demonstration in the Nosoko area of Ishigaki Island, the first site in Okinawa Prefecture to be recognized as Nationally Certified Sustainably Managed Natural Site. Let me share the details of this project.

An Introduction of technologies to enhance spatial understanding abilities to realize "Field Work Support Agents"

Hello. We are Hirai, Moteki, and Masui from Artificial Intelligence Laboratory.

In October 2024, Fujitsu began offering "Fujitsu Kozuchi AI Agent", which enables AI to collaborate with humans to autonomously perform advanced tasks. An AI agent is an evolving form of generative AI that can analyze what individual tasks are needed for a given goal, plans the entire processing flow, and autonomously achieves the goal by utilizing available resources. So far, various AI agents have been proposed and announced, but what we are targeting is not only conventional office work, but also field work such as manufacturing, logistics, public and road management, and construction. At work sites, it is becoming difficult to secure the high level of proficiency and man-hours of workers due to the aging of the population and the shortage of human resources. This has led to increased burdens on field managers and workers for safety management and training, creating a social problem.

Fujitsu's most advanced technologies are summarized and published! Fujitsu Technology Strategy Briefing

Hello. This is Teranishi from the Research transformation Office. At the Fujitsu Technology Strategy Briefing held on December 12, 2024, we unveiled AI Agent and other cutting-edge technologies. Here are the in-depth articles on Fujitsu's most recommended technology.
【12/26 17:30 - Added videos of Quantum Computing】
【12/20 21:30 - Added videos of AI computing broker and AI Tool for Experiencing Customer Aggression】
【12/19 15:00 - Replaced the AI Agent video and added the ocean digital twin video】
【12/16 18:30 - Added link to Fujitsu Research Portal and Presentation at a press conference】
【12/16 18:30 - The developers themselves introduce the technology! I added 3 videos of explanation and demonstration】