Many senior leaders setting AI mandates don't use these tools deeply themselves. They have seen the demos, read the strategy decks. They may have asked ChatGPT to summarize a board memo once. But they often lack hands-on fluency.

When leaders cannot tell the difference between real AI leverage and AI theater, the organization quickly learns to optimize for theater. The grifters get promoted. The builders get cleanup duty.