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Semiconductor Industry

The global semiconductor industry faces dual challenges: geopolitical technology competition and precise process control. Nanometer-level process fluctuations continuously pressure yield stability. Optimizing equipment collaboration efficiency is key. The industry urgently requires real-time decision systems integrating multi-source data, with digital twins and AI predictive control to achieve closed-loop manufacturing, meeting needs for production ramp-up compression and equipment efficiency improvement.

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