While marketing materials frame AI as ‘magic,’ internal leaders emphasize that nothing ships without human validation due to persistent risks like hallucinations. Amazon Store engineers warn that despite faster development cycles, maintaining a pipeline of skilled junior engineers is essential to prevent long-term system decay.