# AI 护城河转向专有数据，Kimi K3 推理成本将降 10-50 倍

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-07-21 15:17
- AIHOT 分数：42
- AIHOT 链接：https://aihot.virxact.com/items/cmrubsrb40pmibi7fbaczxjbl
- 原文链接：https://x.com/rohanpaul_ai/status/2079465855797334131

## AI 摘要

Larry Ellison 指出，AI 模型正因使用相同公共数据而商品化，真正的竞争壁垒不再是模型本身，而是独家专有数据集。

## 正文

Larry Ellison on the AI moat， makes more sense now.

AI is commoditizing because models use the same public internet data.

True competitive edge isn't the model itself anymore， but access to exclusive， proprietary datasets. That is the only moat left.

### 引用推文

> Rohan Paul：Great explanation by Emad Mostaque, co-founder of Stability AI. "We'll see the cost of Kimi K3 drop by 10 to 50 times, I think, over the next few months as it g...