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TSMC joins $5b Applied Materials AI chip hub

Applied Materials, a US semiconductor equipment maker, said on May 12, that Taiwan chipmaker TSMC will join its US$5 billion EPIC Center in Silicon Valley, which is set to open this year.

The facility will focus on developing and commercializing AI chip technology.

TSMC joins Samsung Electronics, SK Hynix, and Micron at the hub, bringing foundry and memory companies into the same R&D project.

Applied Materials said it and TSMC will work on materials engineering, equipment design, and process integration for chips used in data centers and edge devices.

🔗 Source: Chosun Daily

🧠 Food for thought

Implications, context, and why it matters.

EPIC Center opens in 2026 with a broader chipmaking mission

  • Applied Materials has said the EPIC Center is expected to be completed by early 2026 and start operations in 2026 1, 2.
  • The longer buildout fits the center’s mission to shorten the semiconductor industry’s research-and-development cycle by overlapping research, development, and commercialization 3.
  • Applied Materials wants to cut years from the path from concept to commercialization. It has also described chipmaking as entering the “angstrom era,” when transistor features approach atomic-scale dimensions and call for new manufacturing technologies, including advanced packaging, for a range of chips including AI chips 1.
  • The setup gives chipmakers dedicated space inside an equipment supplier’s facility. That can give them access to next-generation tools months or years before similar capabilities reach their own fabs 1.

The model could pull more chip research into one shared site

  • Applied Materials is positioning the EPIC Center as a place for joint research and development across the chip industry, including memory makers such as SK Hynix. The source material does not say competitors will share projects side by side 4.
  • The approach could expand Applied Materials’ role beyond equipment sales. The company has said EPIC will give chipmakers earlier access to its research-and-development work and faster learning cycles, which could increase its view into customer product roadmaps 4.
  • Universities are part of the effort, including the Massachusetts Institute of Technology (MIT) and Arizona State University, to help build the talent pipeline. Advantest, a Japanese maker of semiconductor test equipment, has joined as an innovation partner and opened an Innovation Center on Applied Materials’ Silicon Valley R&D campus that will connect with EPIC 1, 2.
  • Applied Materials has called EPIC the world’s largest and most advanced collaborative facility of its kind. Claims that this creates a “unique advantage” over ASML, a Dutch maker of chip lithography machines, or Lam Research, a US supplier of chipmaking equipment, are not supported by the source material 1.

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