# 实验研究转化为产品需数月，但 AI 进展神速

- 来源：Noam Brown (@polynoamial)
- 发布时间：2025-07-19 17:55
- AIHOT 链接：https://aihot.virxact.com/items/cmnw1yur801crslc3tcm08nuw
- 原文链接：https://x.com/polynoamial/status/1946509154752811136

## AI 摘要

实验研究转化为产品需数月，但 AI 能力迭代极快，数月即可产生代差。新 IMO 题目测试中，所有模型表现均不及人类，Grok-4 即使采用 best-of-n 策略也表现糟糕。

## 正文

It takes us a few months to turn the experimental research frontier into a product. But progress is so fast that a few months can mean a big difference in capabilities.

### 引用推文

> Ravid Shwartz Ziv：So, all the models underperform humans on the new International Mathematical Olympiad questions, and Grok-4 is especially bad on it, even with best-of-n selecti...