At the recent Plug and Play Silicon Valley May Summit, the semiconductor and supply chain sessions highlighted a critical shift toward hardware-level security, energy efficiency for AI, and AI-driven quality engineering. Startups, including Enclave Semiconductor, Bedrock Semiconductor, and Lattice, presented solutions aimed at securing and optimizing the global electronics ecosystem.

Broadcom, Applied Materials, GlobalFoundries, Meta, and Synopsys are partnering with UCLA Samueli to create a US$125 million Semiconductor Hub to accelerate research and workforce development in AI-driven chip technologies, promising global impacts on computing speed, energy efficiency, and applications from healthcare to transportation while strengthening US competitiveness and innovation globall

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Applied Materials and TSMC have announced a partnership to accelerate semiconductor technologies for AI, aiming to speed commercialization and improve the energy efficiency of chips spanning data centers and edge devices. The collaboration promises global supply chains, cloud services, and device makers faster access to advanced nodes and reduced time from development to high-volume manufacturing.

Researchers at the Indian Institute of Science Bangalore have developed a molecular memristor with 14-bit analog resolution and 4.1 TOPS/W energy efficiency.