Punching Above Your Weight

By Ryan J. Smith

AI got much better in two years. The average workday didn't.

In one study, experienced developers were sure AI made them 20% faster. The stopwatch said they were 19% slower. The tools are everywhere now, and so is the noise: confident wrong answers, more output, and more pressure to keep pace with machines that never sleep.

Punching Above Your Weight is a field guide for that fight. In twelve rounds, AI product manager Ryan J. Smith shows you how to prove what AI actually saves you, build work that hits once and keeps hitting, cut what doesn't matter, and protect the judgment and voice no tool can replace. He won't ask you to trust the machine. He'll show you how to test it.

You'll learn how to:

Time a task with and without AI, so you know with a number whether it helpsSpot the kinds of work where AI makes people worseWrite a five-part prompt and a role brief, and skip the prompt tricks that failed testingCheck a fact, a citation, or a statistic before it leaves your deskBuild one saved engine that turns a repeated chore into a ten-minute jobGuard your focus, your voice, and your thinking while the tools speed up

Each round names one problem and hands you one tool you can use this week, from the Energy Map to the Signal Stack to the 3-Question Knife. You'll meet underdogs who won with less, including Frida Kahlo, Temple Grandin, and Octavia Butler. Every round ends with a hype track and one question to answer in writing, and "The Fight on One Page" sums up all twelve rounds.

This revised edition puts the research in the text and lists every source. It adds clear rules for using AI at work, rechecks every quotation, and teaches roles and habits that will outlast whatever the tools are called next year.

If you have ever felt underestimated, overlooked, or outmatched, this is your corner. Stay human. Stay in the fight.

Next from Ryan J. Smith: Unprompted: How to Lead Yourself When AI Can Do the Work

• Format: Paperback
• Language: English
• ISBN: B0FFC6ZGFN
• ISBN13: 9798218705497
• Release Date: June 2025
• Publisher: Stack Press
• Length: 218 Pages
• Weight: 0.48 lbs.
• Dimensions: 0.5" x 5.0" x 8.0"