# AI Doesn't Work Like Software, Stop Treating It Like It Does > Source: > Published: 2026-07-22 11:00:00+00:00 # AI Doesn't Work Like Software, Stop Treating It Like It Does By Praful Saklani, Forbes Councils MemberSource: [Forbes Innovation](https://www.forbes.com/innovation/)Not only does this create an echo chamber of potentially wrong answers, it’s a major waste of tokens. Get AI news in your inbox Daily digest of what matters in AI.