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Mar 27, 2026
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evaluating-frontier-ai-tech
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待进一步考察实际落地价值的AI前沿技术
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开发
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技术分享
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待进一步考察实际落地价值的AI前沿技术

RAG新解？ - MSA

  • 推文与paper
艾略特 on Twitter / X
https://t.co/I06UdrXnG0— 艾略特 (@elliotchen100) March 26, 2026
艾略特 on Twitter / X
https://x.com/elliotchen100/status/2037018021076865068
arxiv.org
https://arxiv.org/pdf/2603.23516
  • 最重要的结果部分
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  • 从16K到100M 8.8%的损失
In contrast, MSA demonstrates exceptional stability, starting with a strong score of 4.023 at 16K tokens and sustaining a competitive 3.669 even at the extreme 100M token scale. This represents a gradual degradation of only 8.8% across four orders of magnitude in memory scaling.
  • 待考察点
code仍是经典coming soon
没有比较agent做auto compact上下文的表现
没有MRCR v2 (8-needle)这些Benchmark结果，无法对比前沿模型
 

Auto Research On Skills

Ole Lehmann on Twitter / X
https://t.co/kgo8wNoiDv— Ole Lehmann (@itsolelehmann) March 17, 2026
Ole Lehmann on Twitter / X
https://x.com/itsolelehmann/status/2033919415771713715

渐进性披露MCP？ - MCP2CLI + Skill

 
 

AI直出可交互稿 - Stitch

Google just changed the future of UI/UX design...
Try Clerk for free to get full stack auth and user management - https://go.clerk.com/fireship/ Let's take a look at everything new in Google Stitch to find out if it's just more hype, or if it really is a gamechanger for UI/UX design. #coding #programming #ai Want more Fireship? 🗞️ Newsletter: https://bytes.dev 🧠 Courses: https://fireship.dev
Google just changed the future of UI/UX design...
https://www.youtube.com/watch?v=qaB5HF4ax9M
Google just changed the future of UI/UX design...
Stitch - Design with AI
Stitch generates UIs for mobile and web applications, making design ideation fast and easy.
Stitch - Design with AI
https://stitch.withgoogle.com/
Stitch - Design with AI
 

Claude Desktop

AUR (en) - claude-desktop-bin
Bash validation step was added to CI/CD Pipeline, issues like that will be prevented in the future.
AUR (en) - claude-desktop-bin
https://aur.archlinux.org/packages/claude-desktop-bin
 
 

TurboQuant

kv cache压缩
Google Research on Twitter / X
Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: https://t.co/CDSQ8HpZoc pic.twitter.com/9SJeMqCMlN— Google Research (@GoogleResearch) March 24, 2026
Google Research on Twitter / X
https://x.com/GoogleResearch/status/2036533564158910740
Google Research on Twitter / X
TurboQuant: Redefining AI efficiency with extreme compression
Amir Zandieh, Research Scientist, and Vahab Mirrokni, VP and Google Fellow, Google Research
TurboQuant: Redefining AI efficiency with extreme compression
https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/?utm_source=twitter&utm_medium=social&utm_campaign=social_post&utm_content=gr-acct
TurboQuant: Redefining AI efficiency with extreme compression
 

Codex破限

  • 改会话回答
  • 提交Claude的Plan
  • 修改措辞
 

Harness落地思路

Jason Zuo on Twitter / X
https://t.co/8xMao1HRcf— Jason Zuo (@xxx111god) March 29, 2026
Jason Zuo on Twitter / X
https://x.com/xxx111god/status/2038086450013495554
 
 

gstack

  • 有点意思，还没玩明白
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选定A
找到了superpowers那边存下来的设计文档
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有点东西，抓的很到位
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CC安装时的budget图
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Codex怎么没有CC这边的初始化自动改配置？
 
前端相关实践参考
制作人…前端工具…用的不如雾子呢 | 果穗也能看懂的名片网页制作教程【EP6.用这些工具让你的前端更好看】_哔哩哔哩_bilibili
本来想整个雾子的TTS，但是最近有点太忙了就还是一如既往的录屏流了。另外其实推荐大家自己看看自己需要的是什么，别上来一股脑全用上了。工具太多了容易自己和自己打架，用起来也比较吃力，容易陷入工具过载。用到的网站基本都在这了：Google Stitch: https://stitch.withgoogle.com/Stitch MCP: https://stitch.withgoogle.com/do, 视频播放量 5465、弹幕量 1、点赞数 295、投硬币枚数 92、收藏人数 646、转发人数 71, 视频作者 咲凌_Arisa, 作者简介 你好 我是咲凌 笨拙学习者 黑柿子/可惜夜/PPP/KAF/283/初星学园，相关视频：给自己的普罗丢色名片做个个人网页！果穗看了也能上手的vibe coding教程【01-工具的选择】，有人蒸馏了！冬优子.skill正在连接！附skill文件 | 蒸馏任何一个公众人物的skill测试，vibe了一个283人格测试站 | 果穗也能看懂的名片网页制作教程【番外01.教你直接偷大厂设计风格】，古人写代码bilike：，为什么我不建议你用GPT-5.4写前端 | 果穗也能看懂的名片网页制作教程【EP5.GPT的前端真是一条区啊】，【偶像大师名片教程】使用公式化名片模板获得自己的第一张名片，让harness减少AI写的屎山 | 果穗也能看懂的名片网页制作教程【EP7.superpowers是什么 为什么要用】，Mr.变态 什么叫可视化283的⭕️围排行? | 果穗都能看懂的名片网站制作教程【EP3.5-简单操作ClaudeCode】，小宫果穗制作中，叶月小姐，PR给我过一下啊 | 果穗也能看懂的名片网页制作教程【EP4.git和github的打开方式】
制作人…前端工具…用的不如雾子呢 | 果穗也能看懂的名片网页制作教程【EP6.用这些工具让你的前端更好看】_哔哩哔哩_bilibili
https://www.bilibili.com/video/BV1Fz9FBNEWi/?vd_source=93059b03205e8ca15ad74b3d998769b9
制作人…前端工具…用的不如雾子呢 | 果穗也能看懂的名片网页制作教程【EP6.用这些工具让你的前端更好看】_哔哩哔哩_bilibili

trellis

https://docs.trytrellis.app/zh
 
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