Longchang

[Longchang @LongchangL70053]

前半段跟错人了，跑的有点崩。

[Longchang @LongchangL70053]

给我一个微信账号主理人。来辅助我维护朋友圈吧😇

[Longchang @LongchangL70053]

@izsw1993 @zengying1107 韭菜，着急了，你急也没用

[Longchang @LongchangL70053]

@Proea_00 @zengying1107 韭菜认知，说的就是你🤣🤣🤣

[Longchang @LongchangL70053]

@Nicholaslu1982 @zengying1107 为什么不能用B200的卡呢，是不想用还是不给用

[Longchang @LongchangL70053]

阿苏在coding，很充分说明了：远离学生-这群人中充满了最蠢最坏的东西-的必要性。
额外补充一句：以光伟正的形象批评一切是蠢蛋们最常使用的手法，比如：玩弄张雪峰的死，无底线的嘲讽，还要以宏大叙事来掩盖自己道德的低劣。

[Longchang @LongchangL70053]

@realWeZZard 对的，manus 团队的很多工作，都是让我后知后觉的。
他们很早就意识到，容器，评估，架构要分开。
还有就是增强人和替代人的区别

[Longchang @LongchangL70053]

@noa_onlyonly Crazy Time

[Longchang @LongchangL70053]

enjoy dinner with c.h & https://t.co/UrbVPKzUve

[Longchang @LongchangL70053]

@thsottiaux Switched to Codex and honestly, I’m loving it. It understands the codebase, gets things done, and saves me a ton of back-and-forth.

[Longchang @LongchangL70053]

@docsbook ok,that's fine

[Longchang @LongchangL70053]

I believe that when looking for ideas—such as developing an agent to find new directions—the content searched and learned should not be computer-related. At the minimum, 'agent' should not be the keyword. Political science and management are viable directions for agent teams.

[Longchang @LongchangL70053]

For instance, self-evolution should not be about self-repair. Instead, it should use a bottom-tier elimination process to remove specific agents, on the condition that each agent has different prompts and organizational forms. From a scientific perspective, this is Top-K sampling

[Longchang @LongchangL70053]

And Most Importantly, being known in chinese isn't a good thing.

[Longchang @LongchangL70053]

Peek‘s prediction is always right.
1. Enhancing human and replacing human are different logic, replacing human is risk control, now harness engineer are popurlar.
2. Manus's team consists of three groups. sandbox, eval, architecture

[Longchang @LongchangL70053]

其实还有关于付费制和免费流量的问题，是重视 AI 作为一个流量入口，还是将 AI 作为一个增强人和工具，从而通过 AI 产品赚到用户的钱。国内和国外的思路是完全不一样的。
目前国内的公司还是在用老的一套逻辑在 AI 时代争夺用户/

[Longchang @LongchangL70053]

Cursor 这种 AI Coding 的工具为什么从没有人讨论是不是Trae（Trae 便宜），反而是一些比较贵的工具 Claude Code 等等。
我觉得这个和 Manus 的思路很像，他们处理的都是高经济价值的任务，使用者愿意花费更多的钱为了能产出更高经济价值的任务。

[Longchang @LongchangL70053]

https://t.co/LzyNfHbv8h

[Longchang @LongchangL70053]

Introducing Lavis — your AI assistant that can see and operate your Mac for you.

Tell it what you want, and it will look at your screen, find the right buttons and fields, click, type, and get things done — just like a person sitting in front of your computer.

[Longchang @LongchangL70053]

It works with any app. No setup needed per app. Just describe your task in text or voice, and watch it happen.