程磊-Lei

CEO of SotaWork AI

[程磊-Lei @LeiCheng42]

@MindfulReturn 为什么用workbuddy 这个agent，都用网关了，其他agent应该更好用吧

[程磊-Lei @LeiCheng42]

@PerchTerminal 分峰谷吗？

[程磊-Lei @LeiCheng42]

@xvainreefx @UFO2002616 用量大户还是用不起，必须找订阅

[程磊-Lei @LeiCheng42]

@zuo_tian @UFO2002616 不够用，一天要10B，还要command go 和 opencode补

[程磊-Lei @LeiCheng42]

@yujianfeng55 @Traderzute 新型产业没有周期而言，黄金时代

[程磊-Lei @LeiCheng42]

@leo114119 我以为输出token少的时候 tps不准确

[程磊-Lei @LeiCheng42]

@VersunPan 子代理如果多的话，我建议还是用三方的中转吧，比如command go、opencode go，价格比��方要低7-10倍，可以敞开蹬

[程磊-Lei @LeiCheng42]

@yetone 已提交 GitHub issue 已提交 GitHub 问题报告
https://t.co/YDKEKsFEJB

[程磊-Lei @LeiCheng42]

Magpie, it seems your performance needs optimization. During Codex usage, your CPU consistently experiences the highest utilization.

[程磊-Lei @LeiCheng42]

@tualatrix 现在电脑的瓶颈应该是CPU的核心数，海量的agents需要很多线程

[程磊-Lei @LeiCheng42]

@tracey_dhu 收不到，换vpn

[程磊-Lei @LeiCheng42]

@sgy1991 @manateelazycat 可以试试问问看：商企宽带，企业宽带、小微企业宽带、商务宽带、商铺宽带。问师傅或者问电话客服，试试看。

[程磊-Lei @LeiCheng42]

@manateelazycat 可以试试问问看：商企宽带，企业宽带、小微企业宽带、商务宽带、商铺宽带。问师傅或者问电话客服，试试看。

[程磊-Lei @LeiCheng42]

Dot, Muse and Grok Bot may be early signals of this transition.

The interesting question isn’t just how agents collaborate — but whether they can specialize, learn, accumulate knowledge, and evolve collectively.

[程磊-Lei @LeiCheng42]

After looking at Dot, Muse, and Grok Bot, I see a shift:

Chatbot → Agent → Persistent Agent → AI Coworker → Agent Society

Maybe the endgame of AI isn’t a superintelligent individual.

Maybe it’s a civilization.

[程磊-Lei @LeiCheng42]

Maybe the next frontier isn’t just a bigger model or a better agent.

Maybe it’s the transition:

Individual Intelligence → Collective Intelligence → Civilizational Intelligence

Not just a better AI.

An AI civilization.

I’m starting to explore this idea.

[程磊-Lei @LeiCheng42]

The interesting question isn’t simply whether 1,000 agents outperform one agent.

It’s whether long-term interaction can produce something fundamentally different:

cumulative knowledge, culture, institutions — and intelligence that exists at the level of the society itself.

[程磊-Lei @LeiCheng42]

Imagine a society of AI agents that can:
• learn from experience
• teach each other
• develop different specializations
• create and verify knowledge
• preserve knowledge across generations
• continuously improve themselves
This is what I mean by Collective Intelligence.

[程磊-Lei @LeiCheng42]

What if the path to AGI isn’t just about making one model smarter?

Human civilization wasn’t built by a single superintelligent mind.

It emerged from billions of individuals learning, specializing, collaborating, competing, and passing knowledge across generations.

🧵

[程磊-Lei @LeiCheng42]

Today, most AI progress focuses on individual intelligence:

LLMs → reasoning → agents → self-improvement.

But intelligence at the scale of a civilization may work differently.

What if AI could improve not only as individuals, but as a society?