Nota (CEO Myung-soo Chae), a company specializing in AI lightweighting and optimization technology, announced on the 9th that it will participate in 'Embedded World 2026' held in Nuremberg, Germany from the 10th to the 12th, and present the AI model optimization process and industrial application cases.
Embedded World is a global exhibition and conference specializing in embedded systems, attracting approximately 1,000 companies and over 30,000 industry professionals. Major semiconductor, software, and mobility companies, including AMD, Intel, and Qualcomm, will participate. At this exhibition, Nota will demonstrate the entire process of optimizing AI models for global hardware using its proprietary platform, NetsPresso®.
Nota has achieved performance and memory savings by lightweighting over 40 AI models, including SLM, ultra-large LLM, and VLM, and has applied these models to over 100 devices. This exhibition will also showcase a demonstration of optimized CV models and LLMs running in real-time in an edge environment.
Examples of collaborations with global semiconductor companies will also be revealed. Recently, Nota supplied AI optimization technology for Samsung Electronics' Exynos 2600, and it continues to collaborate with Qualcomm, Arm, and others. The exhibition booth will also showcase its "Device Farm," which showcases 10 years of optimization across a variety of hardware, offering a glimpse into the technologies applied to chipsets from leading domestic and international semiconductor companies.
Additionally, real-world industrial applications, such as safety, smart city, and industrial safety monitoring, utilizing the video surveillance solution "Nota Vision Agent (NVA)," will be demonstrated. Research results recently selected for the ICLR 2026 and AAAI 2026 Foundation Model Workshops will also showcase the technological competitiveness of physical AI, including VLM and VLA.
During the event, Nota CTO Kim Tae-ho will share AI lightweighting and optimization strategies and global hardware application cases in a mini-session at the booth, and explain how the technology is applied in edge device environments.
CEO Chae Myeong-su said, “Nota’s lightweight and optimized technology is not limited to specific devices and can be utilized in over 100 types of hardware,” and “Through this Embedded World, we will directly demonstrate Nota’s technology being implemented in industrial sites in a global hardware environment.”
Recently, AI lightweight and optimized technologies have been increasingly utilized in the edge computing and industrial AI device markets, and collaborations with global semiconductor companies are continuously expanding.
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