# AGI新定义：不仅是人类水平AI，更是人工科学家

- 来源：Rohan Paul (@rohanpaul_ai)
- 发布时间：2026-04-18 05:23
- AIHOT 链接：https://aihot.virxact.com/items/cmo3frug700elslownab6az3q
- 原文链接：https://x.com/rohanpaul_ai/status/2045251954537017497

## AI 摘要

一篇论文提出，智能的本质是在计算、内存和能源限制下的适应性。据此，AGI被定义为至少能像人类科学家一样普遍适应的系统，需具备规划实验、学习因果关系、平衡探索与行动及自主操作的能力。论文将这种AGI称为 artificial scientist，强调其评判标准在于跨任务发现与适应能力，而非通过类人测试。作者指出，AGI并非简单的"人类水平AI"，而是能够广泛、高效且科学地进行适应的完整系统。

## 正文

Interesting paper title😀

"What the F*ck Is Artificial General Intelligence？"

It defines intelligence as adaptability under limits of compute， memory， and energy.

So AGI is a system that adapts at least as generally as a human scientist

That means it should be able to plan experiments， learn cause and effect， balance exploration and action， and operate with autonomy.

The paper calls this type of AGI an artificial scientist， because it is judged by its ability to discover and adapt across many tasks， not just by passing human-like tests.

So AGI is not just "human-level AI" but a whole system that can adapt broadly， efficiently， and scientifically， at least as well as a human scientist.

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arxiv. org/abs/2503.23923