AI Feedback Loops Will Erode Human Judgment
eimis · reddit · 2026-07-16
This Reddit post relays the core argument of a consulting article: model collapse, degradation of human skills, and competitive pressure might all be part of the same feedback loop.<br><br>The article's three-layer logic is:
- Increasing reliance on AI-generated content for model training could degrade output quality;
- Human judgment and error-detection abilities will decline due to long-term reliance on automation;
- Once competitors start using AI to speed up, organizations will be forced into an arms race, even if it isn't better in the long run.<br><br>Drawing an analogy to a "flash crash," the author suggests that when everyone uses the same models and data, AI will gradually become an infrastructure like electricity, and true differentiation will come from humans who retain their judgment. The poster concludes by asking: can any organization deliberately maintain manual review and ultimately win?
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