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Digital twin technology combined with machine learning enables a dramatic yield improvement from 1.6% to 87.2% in GAA logic manufacturing by simulating and optimizing the entire fabrication process.

The 2026 Lam Capital Venture Competition highlighted breakthrough semiconductor innovations with Lightfinder winning for its chip-scale optical sensing technology designed to enable real-time, in-tool metrology. This event showcased Lam Research's leadership in supporting startups that build the AI backbone for semiconductor manufacturing.

Equipment Intelligence® encompasses Lam’s technology portfolio both on and off tool to leverage sensors, data, algorithms, artificial intelligence, and robotics automation to make tools more autonomous and productive.

As semiconductor manufacturing grows more complex, sensor‑driven intelligence is emerging as a critical enabler of autonomous, data‑driven fabs.

Lam Research won two prestigious 2026 Edison Awards, for ALTUS® Halo and Akara®