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Companies / Nvidia / Samsung and NVIDIA on transforming manufacturing: AI megafactories, digital twins, and robotics innovation
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Samsung and NVIDIA on transforming manufacturing: AI megafactories, digital twins, and robotics innovation

Samsung’s AI megafactory integrates AI at every level of semiconductor manufacturing for real-time optimization

Alex Carter
ByAlex Carter
AI News & Big Tech Correspondent
Alex Carter writes for Aiholics, keeping readers updated on the fast-paced world of AI and Big Tech. He breaks down important news and developments from the...
- AI News & Big Tech Correspondent
Published: November 2, 2025
6 Min Read
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Image: Samsung
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There are some exciting developments in the world of advanced manufacturing that showcase just how far AI is reshaping industries. Samsung and NVIDIA are teaming up to pioneer an AI megafactory – a massive leap toward intelligent, connected manufacturing processes that span everything from semiconductors to robotics.

What makes the Samsung AI megafactory so groundbreaking?

Samsung’s vision is to embed AI into every layer of its manufacturing flow by utilizing more than 50,000 NVIDIA GPUs combined with the NVIDIA Omniverse platform. This is far from traditional automation. Instead, it’s a comprehensive AI-powered network that continuously analyzes, predicts, and optimizes production environments in real time. From chip design and process management to equipment operations and quality control, everything is integrated to create an agile and intelligent manufacturing ecosystem.

50,000+ GPUs power Samsung’s digital-twin fabs, where AI predicts, tweaks, and improves production in simulation first.

One of the standout features is the use of digital twin technology through the NVIDIA Omniverse libraries. Samsung builds virtual replicas of their fab operations to identify anomalies and perform predictive maintenance before actually making physical adjustments. This ability to simulate entire manufacturing processes virtually not only saves time but reduces costly errors and downtime across a global footprint that includes hubs like Taylor, Texas.

Decades of collaboration driving AI and chip innovation

The partnership between Samsung and NVIDIA isn’t new; it’s a relationship spanning over 25 years, starting with Samsung memory powering early NVIDIA graphics cards. Today, they’re pushing the envelope together on advanced memory solutions like HBM4, which leverage Samsung’s cutting-edge DRAM and logic process nodes. With speeds reaching 11 Gbps – surpassing industry standards by a significant margin—these innovations provide the critical hardware foundation to accelerate AI workloads and future applications.

Nvidia Omniverse platform. Image: Nvidia

Not stopping at hardware, their collaboration extends into software advancements like GPU-accelerated electronic design automation (EDA) tools, which are crucial for automating chip design tasks with higher precision and speed. For example, Samsung’s use of NVIDIA’s cuLitho library has already yielded a remarkable 20x improvement in computational lithography, a pivotal step in semiconductor manufacture.

Bringing AI smarter robotics and seamless communication

Samsung is also heavily investing in AI-powered robotics aimed at revolutionizing manufacturing automation and humanoid robotic capabilities. Powered by NVIDIA’s RTX PRO 6000 Blackwell server editions and Jetson Thor platforms, these robots gain real-time AI reasoning abilities, allowing for smarter decision-making and safer task execution. This kind of physical AI integration is becoming crucial as industries seek more autonomous and adaptive systems.

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Adding another layer of connectivity, Samsung and NVIDIA are advancing AI-RAN, an AI-embedded radio access network that enables edge devices like robots and drones to perform intelligent processing and inference closer to where action happens. This AI-powered mobile network is set to be a game changer in enabling widespread adoption of physical AI technologies across various industries.

AI is moving to the network edge, letting robots and devices act on intelligence instantly rather than waiting for the cloud.

Altogether, this combination of AI-driven manufacturing, intelligent robotics, and cutting-edge communications portrays a future where production lines aren’t just automated but truly self-optimizing and interconnected. It’s a glimpse into how AI and industrial innovation are merging to create smarter, more resilient global supply chains and products.

Key takeaways from Samsung and NVIDIA’s AI manufacturing revolution

  • Integration of AI at every stage: AI isn’t just a tool but the central nervous system of Samsung’s manufacturing ecosystem, enabling dynamic optimization and predictive maintenance.
  • Digital twins as virtual testbeds: Simulating fab operations enables faster innovation cycles and better resource management without disrupting physical processes.
  • Robotics empowered by real-time reasoning: Combining AI with powerful GPU platforms advances autonomy and safety in industrial robotics.
  • Next-gen memory supporting AI workloads: Samsung’s HBM4 and related technologies lay the foundation for more efficient and powerful AI infrastructure.
  • AI-RAN’s future in communication: Bringing AI computation closer to devices at the network edge is critical to enabling smart physical AI applications.

It’s clear that AI-driven manufacturing is no longer just a buzzword but a full-scale transformation poised to redefine how products are developed and built worldwide. Samsung and NVIDIA’s collaboration offers a fascinating case study of leveraging hardware, software, and AI innovation in harmony to lead this new era.

We are excited to see how these advancements ripple across industries, bringing more intelligent, agile, and sustainable manufacturing systems that benefit businesses and consumers alike.

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ByAlex Carter
AI News & Big Tech Correspondent
Alex Carter writes for Aiholics, keeping readers updated on the fast-paced world of AI and Big Tech. He breaks down important news and developments from the industry's top players, including OpenAI, Google, Meta, Microsoft, and NVIDIA. His goal is to present these updates in a straightforward way that’s easy to understand and genuinely helpful. What makes Alex different is that he's focused on technology that matters to real people's lives, not just for flashy headlines. He demonstrates why each news is important, answering the most important questions for readers: "Why should I care?" From major AI models to big acquisitions and new tools, Alex examines what it means for businesses, society, and end-users. When not reporting, Alex enjoys covering the trends in AI competition, tech ethics, and what's next in digital.
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