AI Policy Is Becoming the New Entry-Level Gatekeeping

AI policy is becoming a new entry-level gate. Not because companies have mature rules. Because many do not. They want juniors who are AI-literate, fast, current, and able to use modern tools. They also distrust AI-assisted work, punish unclear disclosure, and often fail to explain which tools are allowed. That contradiction creates the trap: Use AI and risk looking dependent. Avoid AI and risk looking behind. That is not a junior developer problem. It is a leadership problem. Winning Artificial