The Man in the Car Paradox: Why Your BMW Has a Zero-ROI Signal
You spend capital to generate a signal. Engineering rule: a signal nobody receives has zero value. The data proves luxury cars fail this test completely.
You spend capital to generate a signal. Engineering rule: a signal nobody receives has zero value. The data proves luxury cars fail this test completely.
How a 1-degree error in your savings rate compounds into a financial canyon — and what it takes to correct your heading
Compare SPY vs. QQQ returns from 2007-2025. With 1,560% growth vs. 585%, data shows why the Nasdaq 100 is the superior engine for wealth accumulation.

AI Software Engineer at Google | PhD in AI & Engineering | Writing about AI, Engineering, Investing, and Personal Finance.