AutoJunjie @AutoJunjie2023
HCLS Solution Architect @AWS Joined November 2023-
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Today we’re introducing GDPval, a new evaluation that measures AI on real-world, economically valuable tasks. Evals ground progress in evidence instead of speculation and help track how AI improves at the kind of work that matters most. openai.com/index/gdpval-v0
自从深入 MCP 领域，我一直觉得现在大部分 MCP 的设计都不是 agent friendly 的，如果我们面向 agent 设计适合它们的工具，大概率能把效果提上去。 而 Strata 的出现正好印证了这一想法 —— 在同样的模型和同样的 agent 框架下，单纯将 github 官方的 mcp server 替换成 Strata ，在 MCPMark…
自从深入 MCP 领域，我一直觉得现在大部分 MCP 的设计都不是 agent friendly 的，如果我们面向 agent 设计适合它们的工具，大概率能把效果提上去。 而 Strata 的出现正好印证了这一想法 —— 在同样的模型和同样的 agent 框架下，单纯将 github 官方的 mcp server 替换成 Strata ，在 MCPMark…
8 RAG architectures for AI engineers:
👨🔬 How to turn Claude Code into a domain specific coding agent We ran experiments to determine the best methods for running agents like Claude Code on domain specific tasks, such as writing LangGraph code. In this blog post we dive into different techniques, and show the best…
最喜欢这种测试了，哈哈。之前用qwen3-coder-30b测了个会议纪要录入数据助手，也是效果非常好。因为最新的这代码模型都需要有类似于claude的agentic coding能力，我觉得这是因为agentic这部分能力溢出所带来的福利。
最喜欢这种测试了，哈哈。之前用qwen3-coder-30b测了个会议纪要录入数据助手，也是效果非常好。因为最新的这代码模型都需要有类似于claude的agentic coding能力，我觉得这是因为agentic这部分能力溢出所带来的福利。
Nikita 刚刚明明就告诉你 X 的算法是怎么运作的了。
If you want Claude to give you a better looking frontend, copy and paste this prompt: "This frontend looks terrible. Fix in accordance to the following: Instead of emojis, use icons. Fix the padding so every component is spaced perfectly - not too close to other components but…
收集贴，各位大佬有没有好的 AI 相关信息源。 我先抛砖引玉一下 - 推特 @dotey @frxiaobei @yetone @nicekate8888 等等 - reddit LocalLLaMA/ClaudeAI/OpenAI - web techcrunch/arxiv/anthropic/hugging face - newsletter 不太熟悉..
直接Kiro不好？
来薅啊使劲儿薅
K2最近真的强
We're excited to announce that we're officially re-launching MedARC! 🚀 MedARC is an open science research collective, aimed to accelerate medical AI via a collaborative science-in-the-open approach. (1/5)
Kimi's founder, Zhilin Yang's interview is out. Again, you can let Kimi translate for you: ) lots of insights there. mp.weixin.qq.com/s/uqUGwJLO30mR… Several takes: 1/ Base Model Focus: K2 aims to be a solid base model. We've found that high-quality data growth is slow, and multi-modal…
coding模型才是最佳supervisor？ 由于工作的需要，需要给客户推荐小的开源模型作为agent底座，想到claude现在基本上是市面上默认的agent，尝试了下qwen3-coder-30b-a3b-instruct，发现效果出奇的好，模型行为也非常像claude，之前试过qwen2.5 coder完全没这个感觉，很惊喜
高性能CLAUDE.md结构 - 保持在2,000字符以内以优化token使用 - 只包含可操作的具体指导原则 - 使用MUST/SHOULD/SHOULD NOT层次结构 - 记录常见失败模式和示例 - 包含长时运行命令的超时规范
学习了一下 Midday 的代码，还买啥 SaaS 模板啊，Midday 这个仓库还不够用吗😂 github.com/midday-ai/midd…
@lxfater 这个大夫想法方向对，但要有计点需要注意： 技术上，大模型在健康问答能力已经很强了，用大模型+rag权威资料就行。 合规层面，国内AI类不能说诊断，需要定位成健康助手、用药科普才行，还得在属地做登记备案。…
如果你对 Claude Code 的工作原理感兴趣，这篇文章一定要读一下。 > Claude Code…
如果你对 Claude Code 的工作原理感兴趣，这篇文章一定要读一下。 > Claude Code… https://t.co/GAWE6ispYj
Vercel 新出的这个开源库 Streamdown 特别值得关注：github.com/vercel/streamd… 现在 AI-powered 的返回都是流式渲染， Markdown 格式被渲染的时候会出现格式错误，直接用 React Markdown 就会有各种问题。 Streamdown 就是解决这个问题的，看了 demo，各种复杂的 markdown…
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