Cerebras Systems seeks to raise $3.5 billion in its upcoming initial public offering. The chipmaker targets a $26.5 billion valuation as it scales its massive AI wafer technology. This move tests investor appetite for specialized hardware alternatives to Nvidia. Success here validates the market for non-GPU acceleration in large-scale model training.