What I learned watching rich people use AI — They bought delegation, not better prompts

If you've spent a Sunday afternoon perfecting a prompt template, this one's for you. The "rich people use AI smarter" discourse is selling you a personal-discipline answer to an infrastructure problem.

I spent a week trying to live the way the LinkedIn carousels said high earners live with AI — better prompts, sharper triage, advice instead of drafts. It worked, sort of. But the shape of my day didn't change. Then I went looking for what the executive at 9:02 a.m. is actually doing — and almost none of them are prompting at all.

ℹ️ AI voice disclosure: This episode uses an AI-generated voice (ElevenLabs). The host is a pseudonymous byline persona (Reid Conlin).

In this memo

1. 0:00 The 9:02 executive
2. 0:40 The prompt-better story
3. 2:05 Where the time actually goes
4. 4:36 Chat windows vs. pipelines
5. 7:14 What to watch for

Sources

• NBER Working Paper No. 34255 — "How People Use ChatGPT" (Chatterji et al., Sept 2025):
• NY Fed / Liberty Street Economics — "Use of Gen AI in the Workplace" (April 2026, based on Nov 2025 SCE):
• St. Louis Fed — "The State of Generative AI Adoption in 2025" (Nov 2025):
• Anthropic Economic Index — "Uneven geographic and enterprise AI adoption" (Sept 2025):
• Microsoft Work Trend Index 2025 — "Agents, human agency, and the opportunity for every organization":
• Stanford Social Media Lab + BetterUp Labs — "AI-Generated 'Workslop' Is Destroying Productivity" (HBR, Sept 2025):

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