https://store.steampowered.com/app/3275880/Chronoquartz/
这个游戏有点像 Minit + Outer Wilds，完成度很高，作为小团队小体量游戏很令人惊喜。

New blog post: https://linghao.io/posts/why-you-should-work-on-ai-engineering

一位朋友写过类似的话题：
https://yuangu002.github.io/software-engineer-thoughts/

https://laike9m.com/blog/avoid-mini-frameworks,171/

laike9m 这篇文章特别准确地指出了大公司 promo driven 的工程文化经常导致的一种病态。我深有共鸣，而且想补充一点：很多工程师在造这些 mini framework 轮子的时候同时也违反了不要 premature optimization 的准则。我在 Google 7 年，好几次看到有人试图做一个非常 generic 的系统，但他们最初却只能 onboard 个位数的用户。这种尝试基本上每次都以失败告终，因为你很难在没有太多有代表性的用户的参与的前提下设计和搭建有着足够好抽象的系统。而那些过早的抽象和优化只会妨碍最初那批用户的 onboarding。

https://linghao.io/posts/2025-games-of-the-year
🏆🎮 水一份个人向年度游戏榜单。

新年快乐！感谢关注🙏

Veritasium 终于出了介绍 ASML 光刻机的视频！
https://youtu.be/MiUHjLxm3V0?si=fj5ZanNKT-eUM_R9

A few days late but I'm so proud to share what I've been working on for the past 3 months with an amazing team: Gemini Personal Intelligence 🚀
https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/

You can now connect Gemini with other beloved Google products (starting with Search, YouTube, Photos, Gmail and other Workspace tools) in one click. Combined with retrieval of past conversations, Gemini is able to intelligently fetch relevant context and provide deeply personalized responses. And all of this is built with privacy and user control in mind.

This is one of the first steps toward a universal assistant that is personal, proactive and powerful. No doubt there will be some issues, but even in the early days of developing the MVP we've had so many users experience a wow moment when Gemini really "gets" them with a great personalized response.

Personal context is messy and mistakes are unavoidable. My focus has been about memory and correctability -- making sure that users can course correct when that happens. It's been a very challenging but interesting problem space with many open questions. I feel very lucky to have the opportunity to work on frontier applications at a company that is truly battle ready at the every layer of the AI stack.

Any feedback is highly appreciated as we continue to perfect the feature and envision the future!

《千禧梦》 看起来很温馨的中式梦核游戏

https://store.steampowered.com/app/3470560/Millennium_Dream/?queue=1

https://github.com/dnc1994/post_summarizer_bot

总是有数不清的文章想读，于是让 gemini vibe code 了一个 telegram bot 自动总结存起来的 link，从立项到完成所有基本功能就花了半小时

之后有时间会试图做个 eval set 用来调 prompt

最近读到最醍醐灌顶的一篇文章：在前沿 AI Lab，进步的瓶颈究竟在哪？

https://hsheng.org/writing/the-real-flywheel/

每次通勤经过 Tottenham Court rd 地铁站，看到不同的表演，都会想着要有合适的工具来记录就好了。我的想象中不是录像，因为举起手机录像，对自己来说是一个很打断的体验，对对方来说则是有侵入性的。
很自然，给自己最近vibe的声音记录App加上了分享功能。终于，它解放了我的双手和双耳：打开App，记录声音，随手一拍，记录图像，然后全身心地享受此时此刻，最后一个链接分享给远方的朋友们。
App 仍在打磨中，stay tuned，不过欢迎点开听听，体验一下我今日3分钟的，生命中的盐。

https://yuho.io/s/T7eiDjAQ7r?token=048f0480ee68e892d9e7fedc4fd6e896d01697cf3bf1c780d8b44e8d6047f7d8

https://linghao.io/posts/ai-memory-negative-space
关于 AI 记忆的一些思考：如何挖掘和利用用户没有说/没有做的事情？