# 衡量智能：唯有效能与创新

- 来源：François Chollet (@fchollet)
- 发布时间：2026-05-07 00:50
- AIHOT 分数：65
- AIHOT 链接：https://aihot.virxact.com/items/cmoub3ly80083sl5r95cdx1ij
- 原文链接：https://x.com/fchollet/status/2052068460805685365

## AI 摘要

衡量智能时只有两个诚实的指标：新颖性和效率。

解决已知问题不需要智能（仅需记忆）。通过蛮力解决问题也不需要智能。但要高效解决新颖问题，智能是唯一途径。

## 正文

There are only two honest metrics when it comes to benchmarking intelligence： novelty and efficiency.

You don't need intelligence to solve a known problem （only memory）. And you don't need intelligence to solve a problem via brute force. But to solve a novel problem efficiently， intelligence is the only way.