According to Google DeepMind, both passive mechanical isolation and AI-driven control systems are essential for actively suppressing vibrations, known as 'control noise', which have emerged as a major barrier to extending LIGO's detection range and improving its performance (source: Google DeepMind, Sep 4, 2025). DeepMind's advancements in AI-based vibration suppression present significant opportunities for the AI industry, particularly in the development of intelligent control systems for scientific instrumentation. These AI solutions are expected to drive new business opportunities in precision engineering, scientific research, and industrial automation by addressing complex noise suppression challenges in real-time.