GPT-5.6智商首破130天才线,比99%人类聪明

marsbitPublished on 2026-07-16Last updated on 2026-07-16

Abstract

最新离线IQ测试显示,GPT-5.6在防作弊的专用题库中智商得分达到136分,首次突破130分的“天才线”。这意味着在标准化认知测试中,该模型的表现超越了约99%的人类。除了测试高分,实际应用中也展现出强大能力:开发者案例表明,GPT-5.6能快速生成复杂的物理模拟网页、构建多功能客服系统,并有效解决棘手的编程问题,体现了从“会做题”到“能办事”的进步。不过,智商测试主要衡量逻辑推理等特定能力,并不能全面反映模型在真实场景中的综合智能。当前成果虽引人注目,但距离真正的通用人工智能(AGI)仍有差距。

如今,全世界99%的人类,在IQ这方面竟拼不过一个AI。

在Tracking AI最新离线IQ测试中,GPT-5.6「全家桶」多个版本,齐刷刷地飙到了136分。

这是LLM第一次,把IQ推过了130这道坎。

在人类的智商分布里,130分是「天才」的起跑线,全球仅有大约1%的人能站上去。

换言之,GPT-5.6要比99%的人类还聪明。

GPT-5.6狂刷136分,IQ首破「天才线」

这个「智商」,含金量有多高?

实际上,Tracking AI手里有两套题。

一套是公开的Mensa Norway风格测试,网上人人能做,模型早就刷到140多分了。

另一套,是它自己攒的「离线题库」。不公开、防泄题,专门用来堵住「模型提前背过答案」的漏洞。

GPT-5.6这次拿下136分,破的正是这套最难、最防作弊的离线题。

在这份离线排行榜上,GPT-5.6的一众变体(连视觉版都算上)集体冲到136分,把身后所有对手甩开了一大截。

紧咬在后面的,是Claude-5 Fable,130分。

再往下,GPT-5.6 LUNA Max、Claude-4.8 Opus这些名字,还在117到123分之间打转。

要知道,130这道门槛之前一直没被跨过去。

过去一年里,从o3到各家旗舰,一茬又一茬的模型冲上来,全卡在130的门口,谁也没能真正踏进「天才区间」。

GPT-5.6,是第一个把门踹开的。

而且它不是单枪匹马上分,SOL、TERRA一整个家族集体飙到136,连视觉版都没掉队。

在Reddit上,一位开发者亲自下场测试,最终体感GPT-5.6明显要比GPT-5.5的智商更高。

在如下的测试题中,GPT-5.6均在最短时间内,拿下了出色的成绩。

一个分数可能难以令人信服,那么,GPT-5.6离开考场、真刀真枪干活时是什么样?

光有分不够,把GPT-5.6拉去干活

开发者Amir Bohlooli拿同一个物理模拟prompt,同时喂给Fable 5和GPT-5.6 Sol,本以为会被Fable碾压,结果反被GPT惊到。

它选了粒子流体模拟,物理按真实时间推进而非每帧盲跑固定运算,CSS、界面、渲染全塞进一个HTML文件,

还自动托管成可分享网页。一句话,一个成品。

Ramanpal Singh同样用了一句prompt,造出一个基于RAG的客服工单系统。

四种角色、管理后台、可嵌入组件,还能自动给投诉分类、识别情绪、起草回复。

这样的app它一口气造了5个,成本只有Fable 5的零头。

最有画面感的,是Claire Vo的桥段。

几天前,她卡在一个bug上,以为是自己代码写崩了,换到GPT-5.6 Sol后只甩下一句「我就是不信搞不定」。

Sol一次修好,还顺手让别的模型也跑通了。

她的评价一针见血,Fable 死磕技术上的绝对精确,反而作茧自缚,Sol的务实却把活干成了。

不得不说,AI会做题,和AI能救场,中间隔着一整个真实项目。

这算AGI吗?

有网友表示,「对99%的人来说,这已经是AGI了」。

冷静下来看,这136分,是Tracking AI一个特定的离线 / Mensa Norway风格测试跑出来的。

它测的,主要是抽象模式识别、逻辑推理这一类「标准化认知」。

问题在于:IQ测试,本来就不是为大模型量身定做的。

一张Mensa卷子,测不出一个模型的事实可靠性,测不出它的工具调用能力,也测不出它在真实职业场景里到底靠不靠谱。

它只是切下了「智能」的一个薄片,然后告诉你,这一片有多亮。

不过,人们上手后的实测,恰恰给出了另一半答案:GPT-5.6好像,正在把「会做题」和「会做事」这两件事,慢慢拧到一起。

标准化测试里的题目,模型多半在训练数据里见过千百遍;真正见功夫的,是那些它从没遇到、也无处抄答案的新问题。

谁能在那儿稳住,谁才配得上「智商」这两个字。

参考资料:

https://x.com/davidpattersonx/status/2077049232490672458

https://trackingai.org/

本文来自微信公众号“新智元”,作者:ASI启示录

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Related Questions

Q根据文章,GPT-5.6在Tracking AI的离线IQ测试中取得了多少分?这个分数在人类智商分布中意味着什么?

AGPT-5.6在Tracking AI的最新离线IQ测试中取得了136分。在人类的智商分布中,130分被认为是'天才'的起跑线,全球只有大约1%的人能达到或超过这个分数,因此这个分数意味着GPT-5.6的测试智商超过了全球99%的人类。

Q文章中提到Tracking AI有两套测试题,分别是什么?GPT-5.6的136分是在哪套题中取得的?

ATracking AI有两套测试题:一套是公开的Mensa Norway风格测试,另一套是其自建的、不公开的'离线题库'。GPT-5.6的136分是在最难、最防作弊的离线题库中取得的。

Q文章列举了哪些开发者对GPT-5.6进行的实际应用测试?请简述其中一项测试结果。

A文章列举了开发者Amir Bohlooli、Ramanpal Singh和Claire Vo对GPT-5.6进行的实际应用测试。例如,Amir Bohlooli用同一个物理模拟prompt测试GPT-5.6 Sol和Claude-5 Fable,结果GPT-5.6 Sol不仅完成了粒子流体模拟,还自动处理了CSS、界面、渲染,并将成果托管为可分享的网页,表现超出预期。

Q有网友认为GPT-5.6的表现算得上是AGI(通用人工智能),文章对此是如何分析的?

A文章分析认为,虽然GPT-5.6在特定的IQ测试中表现优异,但IQ测试主要测量的是抽象模式识别和逻辑推理等'标准化认知'能力,并不能全面评估模型的事实可靠性、工具调用能力或在真实职业场景中的实用性。因此,仅凭一个高分就将其定义为AGI可能为时过早,但它在实际应用中的表现显示其正在将'会做题'和'会做事'的能力结合起来。

Q文章指出GPT-5.6的突破性意义是什么?在它之前,其他模型的表现如何?

AGPT-5.6的突破性意义在于,它是第一个在Tracking AI的离线IQ测试中突破130分'天才线'的大型语言模型。在它之前,过去一年里包括o3在内的众多旗舰模型都试图冲击这一门槛,但全部卡在130分以下,未能真正进入'天才区间'。GPT-5.6不仅自身达到了136分,其多个变体版本也集体达到了这一高分。

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