Intel's shares surged after exceeding earnings expectations, signaling a potential recovery. Despite a reported loss, revenue increased, and the company forecasts further growth. CEO Lip-Bu Tan highlighted the growing demand for Intel's processors driven by the AI revolution, particularly for local network processing.