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.