AI code speed forces quality trade-offs

AI-generated code is routine, pushing organizations to trade off software quality for faster delivery. Deeper issues now center on trust, governance, and organizational alignment. The challenge is deciding who owns quality, acceptable risk, and confidence in AI-enabled environments.