Suhail(@Suhail)
This will happen to Inference
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TL;DR · AI 摘要
推理成本将像照明成本一样呈指数级下降,但可能因Jevons悖论导致总计算需求上升。
核心要点
- 推理成本每年下降约30倍,类似照明成本下降1000倍的历史趋势
- Jevons悖论可能导致总计算需求反而增加
- 1300年城堡照明成本类比质疑当前推理成本图表的合理性
结构提纲
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思维导图
用一张图看清主题之间的关系。
查看大纲文本(无障碍 / 无 JS 友好)
- 推理成本下降趋势
- 历史类比
- 照明成本下降1000倍
- 技术经济规律
- Jevons悖论:成本降低→需求增加
- 争议点
- 1300年城堡照明成本类比
金句 / Highlights
值得收藏与分享的关键句。
照明成本下降1000倍,推理成本年降30倍
Jevons悖论:便宜的推理可能让总计算需求暴涨
1300年没人花3万英镑点灯,质疑当前推理成本图表
#AI推理#成本趋势#Jevons悖论#技术经济
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Suhail on X: "This will happen to Inference"
- 
This will happen to Inference

One data point in technology making everyone richer: the cost of lighting has decreased by over 1000x. 
-  It has been happening to inference. The cost of using a given model decreases by something like 30x a year.
-  I agree, inference deflation is real, but Jevons paradox likely applies: cheaper inference increases usage so much that total compute demand rises. Lighting saw the same effect.
-  Nobody paid 30,000 pounds to light their castle in 1300. This graph is idiodic.