Every AI prompt feels almost weightless. A question is typed, and an answer appears within seconds. From the user’s perspective, artificial intelligence looks like pure software. Behind that simple interaction, however, is a physical system of GPUs, servers, networking equipment, cooling systems, backup power, and data centers connected to the electricity grid. This is why […]
The Hidden Cost Behind Every AI Answer When I look beyond the AI hype, one question keeps coming back: Why does AI become more expensive as people use it more, while traditional software became cheaper to distribute at scale? At first, I assumed AI would eventually follow the same economic path as cloud software: high
AI vs IT is often framed as a comparison between two generations of computing technology. Both eras are built around software, data, semiconductors, and global networks. The internet connected people and information, while artificial intelligence adds a new layer capable of generating text, images, code, analysis, and decisions. But similar technologies do not always produce
For much of the past few years, U.S. stocks have been driven by a remarkably small group of companies. Nvidia, Microsoft, Apple, Amazon, Meta, and Alphabet accounted for a significant share of the market’s gains, while many smaller companies struggled to keep pace. That leadership was understandable. Artificial intelligence investment, resilient earnings, and strong cash
American consumers are still booking summer trips, attending concerts, and spending on seasonal events. Retail trends such as “Summerween” also suggest that shoppers remain willing to spend when a purchase feels timely, social, or emotionally rewarding. But visible spending does not necessarily mean household finances are improving. Many Americans are paying more for housing, insurance,
If you have been investing for a while, you have probably noticed that CPI day feels like one of the biggest market events of every month. Financial news breaks within seconds, Treasury yields move almost immediately, and stock prices can swing sharply before many investors have even finished reading the report. When I first started
