Why Prompting Well Will Stop Being Impressive and Judgement Will Become the Real Skill

Andrew Miles Davis argues that one of the biggest mistakes marketers can make is assuming AI simply lets them do the same job faster, when in fact it is fundamentally shifting where marketing value sits. Drawing on his ten years in the music industry, he compares the emerging marketer role to a music producer, someone whose value lies not in playing every instrument but in knowing what good sounds like and directing the process toward it. He explores what happens to value when production becomes cheap, using music's shift from paid cassettes to free streaming as a parallel, and argues that judgement, taste, and the ability to spot technically competent but boring or off-brand work will matter more than the ability to prompt well. He warns against mistaking polished-looking AI output for genuinely good thinking, and closes with a practical challenge: pick one task you produce repeatedly, like a weekly report or email copy, and start building a process where AI handles more of the production while you focus entirely on the decisions. Subscribe to In AI Nutshell for daily ten-minute episodes exploring where AI is genuinely changing the shape of marketing work.