The basic idea is easy and v0 is a hackathon project.（由来）
The product here is a lot closer to *it actually works*, for enterprise grade deployments, and after quite a bit of internal experimentation and iteration. It’s kind of hard to describe other than (per the post) it’s writing majority of code, it’s deeply integrated, multiplayer, and it starts to feel like everyone is a manager. So I understand it looks easy to dismiss on quick reading but it’s not some LLM Q&A with RAG over Slack, it’s not even OpenClaw adjacent, it’s a different way of working entirely, for people and teams. I work from Slack now.
https://x.com/karpathy/status/2069601818540392669
基本思路很简单，v0版本原本只是一个黑客马拉松项目。（背景）
而现在的产品已经更接近"真正可用"的状态，适用于企业级部署，并且经过了大量内部实验与迭代。除了（如文中所述）能编写大部分代码、深度集成、支持多人协作外，最特别的是它开始让人感觉团队里每个人都在担任管理者角色。我理解乍看之下容易被轻视，但这绝不是基于Slack的LLM问答加RAG检索系统，甚至与OpenClaw无关——它彻底改变了人和团队的工作方式。我现在直接从Slack开展工作。
This is a new paradigm for interacting with Claude that is significantly more "inline" with all the other human activity org-wide. Once you do all of the under the hood engineering work to make this "just work" (e.g. across tools, integrations, compute environments, memory, security, etc.), Claude basically joins the team in a seamless way - you can talk to it as you would talk to a person and it can help with a very large variety of workloads.
Imo this is the 3rd major redesign of LLM UIUX. The first paradigm was that the LLM is a website you go to, the second was that it is an app you download to your computer. This third one is that it is a self-contained, persistent, asynchronous entity with org-wide tools and context, working alongside teams of humans. It really takes a while to wrap your head around it, but it works and it is awesome.
这是一种与Claude互动的新范式，它更"贴合"组织内其他人类活动的运作方式。一旦完成底层工程工作使其"顺畅运行"（比如跨工具、集成、计算环境、记忆、安全等方面），Claude就能无缝融入团队——你可以像与人交谈那样与它交流，它能协助处理各种工作任务。
在我看来这是LLM用户体验的第三次重大革新。第一代范式是把LLM当作访问的网站，第二代是下载到电脑的应用程序。而这第三代是具备组织级工具和上下文、与人类团队协同工作的独立、持久、异步实体。这个概念需要些时间理解，但实际效果非常出色。
https://x.com/karpathy/status/2069547676849557725
https://x.com/SlackHQ/status/2069928629656498283
https://x.com/claudeai/status/2069468693017268244
This is correct, I think a number of people on the tl didn’t read past the title and made inferences and comparisons that are just wrong and then use it as an opportunity to take cheap shots.This is not a “feature” like some crappy Slack bot and it’s certainly not a Claw, thoughit has aspects of it. It is an org-level harness.The difference will become clearer over time.
没错，我觉得时间线上很多人根本没看正文内容，仅凭标题就得出错误的推论和类比，然后借机大放厥词。这根本不是那种劣质Slack机器人式的"功能"，虽然带有某些相似元素，但和Claw也截然不同。这是一个组织级的框架工具。随着时间的推移，区别会越来越明显。
https://x.com/karpathy/status/2069822834160124091
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