Ford is rehiring experienced "gray beard" engineers after discovering that AI alone cannot produce high-quality automotive products. The company initially over-relied on automated systems for design and engineering. This pivot confirms that domain expertise remains essential for safety-critical hardware, limiting the role of AI to a supporting tool rather than a replacement.