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  4. [Technical Column Release] Why are semiconductors and AI inseparable? - Considering the computing infrastructure in the AI era -
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  • Nov 02, 2026
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Nov 02, 2026

[Technical Column Release] Why are semiconductors and AI inseparable? - Considering the computing infrastructure in the AI era -

アプライド アプライド
The rapid evolution of generative AI and large language models (LLMs) is expanding the use of AI technology across various fields of our lives, business, and research and development. As the areas of AI application, such as image recognition, speech recognition, autonomous driving, and robotics, continue to grow, the importance of "semiconductors" and "computing environments" that support this evolution is becoming increasingly significant. This time, Applied has published a technical column titled "Why Semiconductors and AI Are Indispensable to Each Other?" which explains the close relationship between AI and semiconductors. It clearly explains how semiconductor technology supports advanced computational processing that cannot be achieved by AI algorithms and data alone, as well as the importance of the computational infrastructure required in the AI era. This content is highly recommended for engineers and researchers considering building AI development environments, introducing GPU workstations and AI servers, and enhancing research and development. We encourage you to take this opportunity to check it out.
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Why are semiconductors and AI inseparable?

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Local LLM/RAG construction service

Since the environment is already set up, you can use it immediately after installation! A startup set that includes everything from hardware to support.

We would like to introduce our "Local LLM/RAG Construction Service" that we offer. We provide appropriate HPC/workstations for research and development, with the necessary systems pre-installed. This is a secure on-premises search/generative AI environment that eliminates the risk of data leakage of organizational data, including individual and confidential information, in a secure local environment. In addition to support for usage methods for the first month after installation, we also offer paid support contracts that include training sessions, error handling, and version upgrades. 【Features】 ■ Secure local environment ■ Available for immediate use after installation ■ Reliable support system for installation ■ Paid support *For more details, please download the PDF or feel free to contact us.

  • Industrial PCs

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AI Development, Local LLM, AI Workstation for DL

AI Development, Local LLM, Deep Learning AI Workstation

The Applied AI Workstation refers to a high-performance computer optimized for advanced AI development tasks that require vast computational resources, such as deep learning, machine learning, data analysis, and simulation. By equipping the latest generation CPUs, large-capacity memory, high-speed storage, and high-end GPUs, it enables fast and stable execution of training and inference processes for large-scale neural networks. Additionally, with a software environment and development tools optimized for Linux-based operating systems like Ubuntu, it provides flexibility and scalability that allows researchers and developers to start working immediately. It can accommodate a wide range of industries and applications, including not only AI development but also scientific computing, image processing, and CAD/CAE analysis. Hardware configuration for AI development, local LLM, and deep learning workstation.

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  • Image analysis
  • Image Processing

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Rack-mounted servers for HPC, LLM, and generative AI development.

Rack-mounted servers for HPC, LLM, and generative AI development.

High-spec CPU models required for HPC High-end GPU models necessary for LLM/generative AI development We will propose the optimal models tailored to your needs based on usage, size, specifications, and price, ranging from 1U to 4U.

  • Thermo-fluid analysis
  • Desktop PC
  • Other research software

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We will introduce various HPCs for different applications of LLMs (Large Language Models).

Introducing models for LLM (Large Language Model) training and models for inference!

For LLM (Large Language Model) training purposes, here it is! APPLIED HPC Deep Type-AS4UX2S8GP-AU019 ■ CPU: Xeon Gold 6530 (32 cores/64 threads/2.1GHz/tb4.0GHz) ■ Memory: 2,048GB (64GB×32) ■ Storage: 1.92TB SSD + 7.68TB SSD ■ GPU: NVIDIA H100 94GB ■ OS: Ubuntu 22.04 LTS ■ Framework: TensorFlow / Pytorch / Chainer (DockerDesktop) ■ Optical Drive: None ■ Power Supply: [4 units] 3,000W/200V - Redundant configuration (2+2) - 80 Plus Titanium certification ■ 3-year send-back hardware warranty 16,800,000 yen (tax included)

  • Desktop PC

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High-Performance High-End Servers for Generative AI/LLM [A Must-See for AI Developers]

Introducing the new rack-mounted high-performance high-end server, optimized for generative AI/LLM/deep learning development!

Our company has been manufacturing custom order BTO computers and HPC products at our domestic factory since our establishment. The Applied CERVO series is a high-end server capable of processing with top-class efficiency in the development of generative AI and LLMs (large language models) that require machine power. By adopting the highest-level CPUs and GPUs, as well as large-capacity SSDs and memory, we can create a comfortable development environment. <Lineup> ■ 2U high-end GPGPU server equipped with 2 AMD EPYC processors and 4 NVIDIA A800 GPUs ■ 4U high-end GPGPU server equipped with 2 Xeon Gold processors and 8 NVIDIA RTX 6000 Ada GPUs ■ 4U high-end GPGPU server equipped with 2 Xeon Gold processors and 8 NVIDIA A800 GPUs Additionally, we accept various customization requests based on your needs. *For more details, please refer to the PDF document or contact our sales office.

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Rack-mounted servers for HPC, LLM, and generative AI development.

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Introduction to the use of LLM (Large Language Model) in HPC (High-Performance Computing)

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High-end server for AI/LLM/deep learning development [A must-see for AI developers]

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AI supercomputer "NVIDIA DGX Spark" that enables large-scale AI in local environments [Product Catalog]

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Applied: A Small AI Supercomputer Revolutionizing Local AI Development - Product Catalog

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Please take a look at the technical document for the leak test, the "Technical Manual"!

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Fukuda Co., Ltd., which develops, manufactures, and sells leak testing equipment to inspect airtightness and sealing performance, provides a technical document that clearly explains the methods and theories of airtight testing, titled "Technical Manual." We are offering it as a PDF file. Please take this opportunity to download and view it!

Nov 05, 2026

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Please take a look at Fukuda's flow meters! (Flow Tester, Flow Unit, Laminar Flow Meter)

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● What is a flow meter? Flow meters measure flow rates using mass flow meters or laminar flow meters and perform pass/fail judgments based on flow rate criteria. They are ideal for measuring airflow and conducting performance tests. "FMZ-1063 series" This is a flow tester equipped with a mass flow meter. It offers high precision of ± 3.5 % of R.D. ± 1 digit (in the normal flow range). It features a time-saving function (scan measurement). The FMZ-1063 is a compact, all-in-one flow tester with various functions. "FU series" This is a flow measurement unit that integrates laminar and differential pressure sensors, making it smaller and lighter. When connected to a display indicator (model: MI-170), it can provide direct flow readings as well as pressure and flow judgments. "FLF-110 series" This is a laminar flow meter capable of measuring a wide range of flow rates from 2 NmL/min to 500 NL/min.

Nov 05, 2026

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■■ Leak test for pouch containers such as packed rice! | MSQ-2003 series ■■ Packaging container air leak test device, pinhole inspection device, and full inspection device.

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The pinhole inspection for packaging engineering is fully automated, eliminating packaging defects based on certain quality standards. The judgment results and operational status can be managed via a monitor screen. - Quantitative management of quality standards for the pinhole inspection process - Ensuring the quality of the product's shelf life - Establishing evaluation criteria for the manufacturing process, achieving quantitative quality assurance - Slim and space-saving design that can be connected to existing production lines - Quick changeover for product variety switching can be handled in a short time by exchanging chambers - Fully domestically produced, allowing for rapid maintenance and troubleshooting - Example target works: pillow packaging, packaged rice (packaged cooked rice), etc. *Please consult us regarding the use of this product for pharmaceuticals.

Nov 05, 2026

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Fukuda's leak test, leak inspection, leak detection, leak test, integrity test.

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Fukuda Co., Ltd. has been pursuing leak detection for 60 years and is committed to advancing the future of leak testing. 【 Supporting Various Leak Tests: Air Leak Test / Gas Leak Test (Hydrogen Gas, Helium Gas) 】 We develop, manufacture, and sell leak testing equipment to inspect airtightness and sealing properties. We will propose the appropriate testers and devices for each inspection target. 【 Target Industries and Examples of Inspection Targets 】 - Automotive Industry: Engines, FC components, valves and piping, various parts - Electronic Components Industry: Smartphones, keyless switches, various small sensors - Pharmaceuticals / Food / Cosmetics Industry: Bottle containers, syringes, vials, eye drop containers, pillow packaging, PTP packaging We will propose the most suitable leak testers for each industry. 【 ISO Certification 】JIS Q 9001:2015 (ISO 9001:2015)

Nov 05, 2026

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Please be sure to check out Fukuda's pinhole!

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This is a pseudo-defect (reference test piece) that specifies the hole diameter and hole length. It can be used in pressure change leakage testing methods and liquid immersion testing methods. It can be utilized for standard setting and validity evaluation using positive controls (defective product samples). ● Evaluation of packaging integrity in accordance with JP18 ● Setting of "maximum allowable leakage limit" ● Testing for the intrusion of water vapor, oxygen, and microorganisms ● Quantification from qualitative testing methods (converting current leakage standards to hole diameter)

Nov 05, 2026

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