A reported $50 billion valuation for Kunlunxin drove Baidu shares up 7% on Monday. The AI chip unit now targets an initial public offering in Hong Kong. This move separates hardware scaling from the parent company's core search business. It provides a concrete valuation benchmark for Chinese AI silicon designers.