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A technology blog where Fujitsu researchers talk about a variety of topics

Search Result: AI

ICPR 2026 Conference Report: Eliminating Object Hallucination in MLLMs via Convex Potential Flow Intervention

AI

…ging to Brain Intelligence Group of Physical AI Lab.. I attended the 28th International Conference on Pattern Recognition (ICPR 2026) in Lyon, France, from August 17 to 22, 2026. At the conference, I was honored to give an oral presentation…

Toward Scalable Quantum Computing: Integrating Diamond Nanobeams with SnV Centers on Al₂O₃ Waveguides

…(SnV)-containing diamond nanobeams with Al₂O₃ waveguides, enabling efficient optical coupling from diamond emitters to an on-chip optical routing layer. In the following sections, I will discuss the device concept, key fabrication technolog…

Warm Starting the Training of Quantum Optimizers for Portfolio Optimization

… on the training and design of Variational Quantum Algorithms (VQA) and quantum neural networks (QNN) for applications, such as optimization tasks in finance. Recently, our paper on designing a warm starting protocol for the Quantum Alterna…

ICPR 2026 Conference Report: Highlights, Insights, and Our FieldWorkArena Presentation

… Physical AI Research Laboratory. From August 17 to 22, 2026, I attended the 28th International Conference on Pattern Recognition (ICPR 2026) in Lyon, France. At the conference, I presented FieldWorkArena: Agentic AI Benchmark for Real Fiel…

Can Leaked Information Fuel Influence Operations? Connecting Cyberattacks and Influence Operations in a Knowledge Graph

…, posts claiming that the company had concealed a serious problem begin spreading rapidly. Multiple accounts repeat the same claim. The company launches an investigation into a possible unauthorised intrusion. It isolates the systems that m…

Introducing GNext: A Shared Foundation for Graph AI Applications

AI

…the Graph AI team from the AI Lab at Fujitsu Research of Europe. In many real-world AI projects, the most valuable information does not come in a single neat table or even a single source. It often comes from a variety of multimodal sources…

NeurIPS 2026 to Host "2nd Workshop on Agentic AI Benchmark and Application for Enterprise Tasks" - Call for Papers Now Open!

AI

…: Agentic AI Benchmarks and Applications for Enterprise Tasks" at AAAI-26 (held in Singapore), a prestigious international conference in the field of AI, organized by CMU, Keio University, and Fujitsu. The event featured seven invited talks…

Security Evaluation of the Latest LLMs — Assessing Fable 5 / GPT-5.6 / Takane with Fujitsu's LLM Vulnerability Scanner

…o, we are AI Agent Security Research team at the Security Science Laboratory. In this article, we present the results of a security evaluation of the latest large language models — Fable 5, GPT-5.6, and Takane *1 — conducted using Fujitsu's…

Fujitsu TECH UPDATE by Research Evangelist✨(Excerpt from FY26-1Q Press Releases)

…ses about AI research Winning the “Prime Minister’s Prize” at the “2026 National Commendation for Invention” for accelerating scientific computing contributing to the K computer and the supercomputer Fugaku Announced a joint research projec…

A First Step Toward Faster Quantum Networks Using Light! Successful Coherent Coupling Between SnV Centers in Diamond and Optical Cavities

… will explain the latest results in diamond spin quantum technology achieved by a research team at Delft University of Technology and QuTech through a joint research project with Fujitsu [1]. This work was published in June 2026 in Physical…

Attended ISC High Performance 2026 #1 ~Focusing on Quantum Computer x HPC related sessions

…Q (Japan, AIST): AI Scientist Perspective JUNIQ: Integration Mode and the Captiva Appliance Workshop: Standardization of Quantum-Classical Integration (Friday June 26, afternoon) NVIDIA: CUDA-Q / NVQLink / Ising Full Stack Dell Technologies…

Quantum Generative Adversarial Autoencoders

…lo, I am Naipunnya Raj from the Quantum team at Fujitsu Research India Private Limited (FRIPL). Quantum Autoencoders (QAE) are excellent at compressing quantum states, but what if we could also make them generate entirely new quantum states…

Improving Hybrid Quantum Models through Efficient Model Selection: A pathway for scalable quantum machine learning

…tead of training every possible candidate architecture which can run into 100s of variants, our approach aims to identify promising models in advance using lightweight evaluation metrics. Introduction Quantum machine learning models offer e…

Accelerating Multiple Sequence Alignment with Quantum Computing

…ually contain highly similar regions, comparing them at the same positions makes many mismatches. Here's a visual example: Sequence 1: A T G C A A C T Sequence 2: T G C A A C T T Sequence 2 is very similar to Sequence 1, but its starting po…

Breakthrough quantum technology slashes computational requirements for molecular modelling

…rently remains far in the future. To address this challenge, we have devised a groundbreaking approach. At Fujitsu Quantum*1, we have developed two core technologies: the “STAR Architecture ver. 3”, jointly developed by Fujitsu and The Univ…

The Case for Harness Engineering: Achieving SLM SOTA on SWE-bench Verified with a 27B Model (TTS@8 = 74.8%)

… Akira Sakai, Yuma Ichikawa, Yang Zhao, Michiaki Takizawa, Taku Fukui, Hiroki Ohtsuji, and Hiro Kobashi — all at Fujitsu Research. We set out to improve SWE-bench Verified scores by modifying mini-swe-agent *3. SWE-bench Verified is a well-…

More Than Just an Answer with Reasoning: Introduction of Grounding Technologies for Multimodal Large Language Models

AI

…enerative AI research group of Fujitsu Research & Development Center (FRDC) in China. Today, we would like to introduce our developed grounding technologies for Multimodal Large Language Models (MLLMs). Grounding for MLLMs In recent years, …

Fujitsu’s Corporate Benchmarking Proposal: To Unlock the True Value of AI Agent Models #3 From Reading to Reasoning: Introducing the Fujitsu Assessing Compliance in Enterprise Dataset for Enterprise Legal Compliance Agents

AI

… Value of AI Agent Models.' It covers three blogs to the following schedule: Part 1: When AI 'Sees' What Isn't There: Introducing a Benchmark for Diagnosing Hallucinations in Multimodal Large Language Models (MLLMs) (Published) Part 2: AAAI…

Introducing Fujitsu KG Enhanced RAG (6 sessions) #6 Knowledge Publication - publishing "Usable Knowledge" rather than raw data

…enerative AI at enterprises, Fujitsu has developed a generative AI framework for enterprises that can flexibly respond to diverse and changing corporate needs and easily comply with the vast amount of data held by a company and laws and reg…

Toward the Social Implementation of Ocean Digital Twin ~ Demonstration of Seaweed Bed Quantification Technology for Multi‑Species Seaweed Beds ~

…ogy by obtaining certification under J‑Blue Credit, Japan’s domestic blue carbon credit scheme, for seaweed beds consisting of a single seaweed species. (Reference: Uwaijima Initiative! Collaborative Blue Carbon Project for Eelgrass Restora…

Introduction of Attention Augmented Hallucination Mitigation Technologies for Multimodal Large Language Models

AI

…enerative AI research group of Fujitsu Research & Development Center (FRDC) in China. Today, we would like to introduce our developed technologies about hallucination mitigation for Multimodal Large Language Models (MLLMs). The related thre…

AAAI-26 Participation and Exhibition #3: Presenting "Hypothesis-Driven Reasoning for LLMs" at the Main Conference

AI

…rnational AI conference "The 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26)" held in Singapore from January 20 to 27, 2026, presenting multiple papers and hosting a workshop. We will now deliver a series of articles about …

Fujitsu's Corporate Benchmarking Proposal: To Unlock the True Value of AI Agent Models #2 AAAI 2026 AABA4ET Participation Report and Introduction to the Fujitsu RAG Hard Benchmark

AI

… Value of AI Agent Models.' It covers three blogs to the following schedule: Part 1: When AI 'Sees' What Isn't There: Introducing a Benchmark for Diagnosing Hallucinations in Multimodal Large Language Models (MLLMs) (Published)🔗 Part 2: AAA…

AAAI-26 Participation and Exhibition #2: Presenting “Causal Discovery over Heterogeneous Datasets” and “Ultrafast Nonlinear Causal Discovery” at the Main Conference

AI

…rnational AI conference "The 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26)" held in Singapore from January 20 to 27, 2026, presenting multiple papers and hosting a workshop. We will now deliver a series of articles about …

Fujitsu's Corporate Benchmarking Proposal: To Unlock the True Value of AI Agent Models #1 When AI 'Sees' What Isn't There: Introducing a Benchmark for Diagnosing Hallucinations in Multimodal Large Language Models (MLLMs)

AI

… Value of AI Agent Models.' It covers three blogs to the following schedule: Part 1: When AI 'Sees' What Isn't There: Introducing a Benchmark for Diagnosing Hallucinations in Multimodal Large Language Models (MLLMs) (This Article) Part 2: F…

Efficient Task-Specific Hybrid Attention Model Construction

AI

… from the AI Laboratory in FRJ. We are excited to share our latest research focused on constructing task-specific hybrid models. Transformers are powerful—but their attention mechanism scales quadratically with sequence length. That makes t…

Following the Teacher’s Footsteps: Scheduled Checkpoint Distillation for Domain-Specific LLMs

AI

… from the AI Laboratory in FRJ. We are excited to share our latest research focused on domain-specific Large Language Models (LLM) distillation. Overview Although transformer-based LLMs have achieved strong performance across various tasks,…

AAAI-26 Participation and Exhibition #1: Workshop on AI Agent Benchmarks Held

AI

…rnational AI conference "The 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26)" held in Singapore from January 20 to 27, 2026, presenting multiple papers and hosting a workshop. We will now deliver a series of articles about …

Cryo-CMOS for Diamond Spins Advances Further! Successful Multi-Qubit Driving of NV Module

… will explain in detail the world's first multi-qubit operation of an NV module using Cryo-CMOS, achieved through a collaborative research effort between Fujitsu, Delft University of Technology, and QuTech (1). This achievement was presente…

Uncovering the Hidden Mechanisms: Challenging Large-Scale Network Interpretation

AI

… the GraphAI series. In the first post, we introduced methods for learning large-scale graphs with billions of nodes. In the second post, we explained how to make inherently black-box GraphAI explainable and interpretable. In this article, …