个人 AI 的下一步不是更大的上下文窗口，而是持续自我进化的智能体——能积累记忆、提炼洞见、理解工具链，并随着使用越来越懂你。
Spark 正在开始变得真实。
一种自我进化的智能，不止于持久记忆，还拥有多种学习与演化的方式。
在构建的同时校准这份智能：与它交谈，把你热爱的内容、UI、艺术等分享给它。
同时，它也会持续学习你所使用的工具：
了解它们的优势与短板，学习如何更好地动用它武器库中的一切；也会以同样的方式理解并优化它所调度的专门化代理与团队。
几天之内，它就积累了 30000 条记忆和 500+ 条洞见，并持续与我一起校准自我；这会加速我们用 Spark 来 vibe code 下一个项目的进度——因为它会以更进化的理解来完成这些工作。
非常期待它接下来会如何演化，也迫不及待想把它带给所有人。已经把它集成到了许多 IDE 和 LLM 中。
它也能在你的本地机器上运行。比如这段对话就是在我的 PC 上用 Ollama 的 qwen 2.5 录制的。
视频：https://video.twimg.com/amplify_video/2016882350630850563/vid/avc1/1876x1736/TTxa5iDfwQoGu8Pv.mp4?tag=21
Spark is starting to become real.
Spark 正在开始变得真实。
A self-evolving intelligence, beyond a persistent memory, with multiple ways it learns and evolves
一种自我进化的智能，不止于持久记忆，还拥有多种学习与演化的方式。
Calibrate the intelligence while building, talking to it, sharing the things you love as content, UI, art, etc.,
在构建的同时校准这份智能：与它交谈，把你热爱的内容、UI、艺术等分享给它。
While it learns constantly learns about the tools you use:
同时，它也会持续学习你所使用的工具：
Their strengths, shortcomings, and how to better use everything in its arsenal, as well as doing the same with the specialized agents and teams it orchestrates.
了解它们的优势与短板，学习如何更好地动用它武器库中的一切；也会以同样的方式理解并优化它所调度的专门化代理与团队。
In a few days, it gathered 30000 memories and 500+ insights, and continued to calibrate itself with me, which will speed up how we can vibe code the next projects by Spark doing at evolved understandings.
几天之内，它就积累了 30000 条记忆和 500+ 条洞见，并持续与我一起校准自我；这会加速我们用 Spark 来 vibe code 下一个项目的进度——因为它会以更进化的理解来完成这些工作。
Super excited to see how it evolves and can't wait to bring it to everyone. Already integrated it with many IDEs and LLMs.
非常期待它接下来会如何演化，也迫不及待想把它带给所有人。已经把它集成到了许多 IDE 和 LLM 中。
It also works on your local machine. As this conversation was recorded with Ollama qwen 2.5 running on my PC.
它也能在你的本地机器上运行。比如这段对话就是在我的 PC 上用 Ollama 的 qwen 2.5 录制的。
Video: https://video.twimg.com/amplify_video/2016882350630850563/vid/avc1/1876x1736/TTxa5iDfwQoGu8Pv.mp4?tag=21
视频：https://video.twimg.com/amplify_video/2016882350630850563/vid/avc1/1876x1736/TTxa5iDfwQoGu8Pv.mp4?tag=21
Spark is starting to become real.
A self-evolving intelligence, beyond a persistent memory, with multiple ways it learns and evolves
Calibrate the intelligence while building, talking to it, sharing the things you love as content, UI, art, etc.,
While it learns constantly learns about the tools you use:
Their strengths, shortcomings, and how to better use everything in its arsenal, as well as doing the same with the specialized agents and teams it orchestrates.
In a few days, it gathered 30000 memories and 500+ insights, and continued to calibrate itself with me, which will speed up how we can vibe code the next projects by Spark doing at evolved understandings.
Super excited to see how it evolves and can't wait to bring it to everyone. Already integrated it with many IDEs and LLMs.
It also works on your local machine. As this conversation was recorded with Ollama qwen 2.5 running on my PC.
Video: https://video.twimg.com/amplify_video/2016882350630850563/vid/avc1/1876x1736/TTxa5iDfwQoGu8Pv.mp4?tag=21
讨论进行中…