How the Top 1% of AI Users Save 31 Hours a Week (Harvard Validated Data) w/ Iwo Szapar

Authority in the Wild · Mar 24, 2026 · 44m

The top 1% of AI users save 31 hours a week. The bottom 50% save six. That gap does not come from smarter tools. It comes from how people build their context, codify their processes, and put agents to work on their behalf.Iwo Szapar co-created the AI Maturity Index, a Harvard-validated diagnostic used in 75 countries with 400,000+ data points. It was acquired by ISG, a Nasdaq-listed company, in January 2026. He built his AI Second Brain as a side project. It went viral on LinkedIn with 5,408 comments, then made $30,000 in 10 weeks.We talk about what the top 1% AI users actually do, how to…