① 他说过的话

10 条

在欧洲的 AI Engineer 大会上，Cursor 做了一个很棒的演讲，讲他们如何用 200 行 agent 文件替换了大约 12000 行 TypeScript 代码来实现类似的东西。
So at AI engineer in Europe, Cursor did a great talk on how they replaced roughly 12,000 lines of TypeScript code with 200 lines agent files to create something similar.
—— Philipp Schmid · [15:25]

指向原始笔记的链接

一个明显的趋势是，随着模型能力提升，我们可以移除编排代码；但如果你的 harness 在模型进步时反而变得更复杂，你很可能是在过度工程化你的 harness。
An obvious trend that with better model capabilities, we can remove orchestration code, but if your harness is getting more complex as the model improves, you are most likely overengineering your harness.
—— Philipp Schmid · [16:05]

指向原始笔记的链接

智能体就只是文件。
Agents are just files.
—— Philipp Schmid · [16:30]

指向原始笔记的链接

我们不应该和模型对抗。
We should not fight the model.
—— Philipp Schmid · [17:07]

指向原始笔记的链接

我们应该停止微管理执行路径，给智能体提供通用的工具，让模型去探索。
Like, we should stop micromanaging the execution paths, provide general tools to the agent, and let the model explore.
—— Philipp Schmid · [17:08]

指向原始笔记的链接

掌管属于你的部分：专注于你的领域指令、工作流，尤其专注于 evals,定义干净的工具，验证结果，真正做到为删除而构建。
Own what is yours, meaning focus on your domain instructions, focus on the workflows, focus especially on the evals, define clean tools, and verify the outcomes, and really build to delete.
—— Philipp Schmid · [17:16]

指向原始笔记的链接

我们在过去已经见过很多很多次：模型越好，我们能移除的代码就越多，我们需要改变的东西也越多。
Like, we have seen in the past many, many times, the better the model gets, the more code we can remove, and the more things we need to change.
—— Philipp Schmid · [17:27]

指向原始笔记的链接

LangChain 一年内重新架构了他们的 OpenDeep Research 三次，还有 Vercel 移除了 80% 的工具，以实现更少的步骤、更快的响应和更好的准确性。
LangChain has re-architected their OpenDeep research three times a year, and then also Vercel has removed 80% of their tools to achieve fewer steps, faster responses, and better accuracy.
—— Philipp Schmid · [15:54]

指向原始笔记的链接

而 Gemini API 里的 anti-gravity 智能体仍然是同一个 harness,意思是如果我们改进 Gemini 使它在那个 harness 下变得更好，我们在 anti-gravity 里受益，但我们在 Gemini API 里也受益。
Then the anti-gravity agent we have in the Gemini API, but it’s still the same harness, meaning if we improve Gemini to become better with that harness, we benefit inside anti-gravity, but we also benefit inside of the Gemini API.
—— Philipp Schmid · [08:51]

指向原始笔记的链接

我们的智能体其实就是文件。
And our agent is just files.
—— Philipp Schmid · [16:47]

指向原始笔记的链接

② 出现在这些集

2 集

• 《智能体就只是文件：当配置取代 Python》 — 作为嘉宾
• 《给AI智能体一间自己的屋子：Google DeepMind谈沙盒环境》 — 作为嘉宾

③ 他谈到的

点进去有真内容 —— 本页主要出口

智能体 · 沙箱 · 函数调用 · harness · Google DeepMind · 上下文窗口 · Gemini API · 评估 · Interactions API · JSON schema

④ 也在聊「智能体」的人