Case studyEP000102:21· 2026/09/18
The AI efficiency trap: the harder you push, the less you earn
Efficiency isn't income. This covers the common state of pushing tools to the limit without a business loop — and what you actually traded the saved time for.
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EP0001
Key points
- Efficiency and income are different things
- Speed gains don't create commercial value by themselves
- The real question: what did the saved time buy you
Points come from the platform's AI chapter, not a full transcript. Watch the original on Douyin for the complete audio.