# MIT加密经济学实验室创始人指出AI模型改进使大多数商业护城河变弱，只有验证级网络效应会增强

- 来源：Chubby
- 发布时间：2026-08-02 23:25
- AIWatch 分数：58
- AIWatch 标记：未精选
- AIWatch 链接：https://aiwatch.icu/events/evt_01kz1he33n5fy68gtsfarabdsq
- 原文链接：https://x.com/kimmonismus/status/2083937179898638424

## 精选理由

常规快讯，保留列表

## AI 摘要

MIT加密经济学实验室创始人指出AI模型改进使大多数商业护城河变弱，只有验证级网络效应会增强。

## 正文

His argument: almost every moat you think you have is a lease. Routing. Distribution. Marketplace liquidity. Your app-layer feature set.

All of it gets weaker every single time the models improve.

Exactly one kind of network effect gets stronger instead. He calls it verification-grade, and it comes down to a question most founders never ask: who owns the measurement nobody else has?

Highly recommend you check out his article, link down below (Photo Christian Catalini):