AI Efficiency Claims vs. Reality
Six tasks where AI consistently delivers, five traps that waste your time, and why the realistic gains are smaller but worth it.
"Save 10 hours a week with AI!" No you won't. "I replaced my entire team with ChatGPT!" No you didn't. "AI does 80% of my job now!" It doesn't. And if it does, you should be worried about different things. Most AI efficiency content is fantasy math from people selling courses, chasing engagement, or fooling themselves. The claims are inflated. The downsides are buried. The learning curve is invisible.
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