1
Whatever the mirror test tells us, beluga whales pass it
白鲸通过镜子测试，但这项自我认知实验本身正受到科学界越来越大的质疑
The white whales join the short, contested list of animals that see themselves.
2
“五类人AI替代不了，企业做第二名最稳妥” | 昆仑万维方汉@AIGC2026
Token用量差距达亿万倍，“小龙虾”创始人每月烧6000亿，揭示AI时代企业生存法则与五类不可替代人群。
“AI时代经验不再是护城河”
3
Ask HN: Are LLMs creating busy work?
质疑AI工具热潮：你的Claude Code到底在帮你干活，还是帮你制造更多“忙碌”？
When I look at what engineers and non-engineers are doing with LLMs (Claude Code and friends) at any company, I'm finding more and more instances of b…
4
REFLECTOR: Internalizing Step-wise Reflection against Indirect Jailbreak
提出内部化逐步反思机制，让模型自主识别并防御间接越狱攻击，AI安全新范式。
arXiv:2605.20654v1 Announce Type: new Abstract: While Large Language Models (LLMs) demonstrate remarkable capabilities, they remain susceptible to sop…
5
Agile as Trauma
敏捷开发本质是抵抗糟糕管理的免疫反应？本文犀利批判盲目协作，并引用Brooks观点反思过度合作并非总是好事。
Dorian Taylor has written an outstanding piece about making software and project management . He rushes out of the gate with the following sentence: T…
6
The Missing Building Blocks of the Web
回顾Web早期“查看源代码”的开放学习方式，反思当今移动设备上该功能的缺失，引人深思。
Anil Dash on the early promise of the web : For the first few years of the web, the fundamental way that people learned to build web pages was by usin…
7
Front-end development is not a problem to be solved
前端不是被工具解决的“问题”，HTML和CSS值得用心雕琢，别迷信框架
Today we published something over on CSS-Tricks that I’ve been thinking about over the past year or so. A lot of folks tend to think that front-end de…
8
Quitting Analytics
放弃谷歌分析后，他发现无法量化的东西才更值得关注，这思路值得一试。
Garrett Dimon on quitting Google analytics : Some time ago, I removed all the tracking from my personal site, and I haven’t missed it. What started as…
9
We don’t need a boss, we need a process
设计团队真需要独裁者吗？这篇反思主张用流程和集体愿景替代老板，直击管理痛点。
I really enjoyed this post by Miriam where she pokes back against the whole “design ain’t a democracy thing” and argues that teams don’t need a boss, …
10
A Web Browser Built for Me
吐槽主流浏览器臃肿，幻想极简无政府主义浏览器的犀利观点
Right now I feel like there’s no browser built just for me. All the options today are bloated, big, clunky; I reckon they’re all trying to do too much…
11
Digital gardening
挑战传统博客时间线，探索数字花园理念，让个人网站成为思想生长的花园而非新闻流。
I spotted this post by Chris Armstrong on Digital Gardening the other day and haven’t been able to stop thinking about it. Chris imagines a personal w…
12
I'm building a SaaS with ZERO AI features in 2026
AI热潮退去后的清醒反思：一个创业者决定在2026年打造零AI功能的SaaS，重新聚焦产品本身的核心价值
I got caught up in the AI SaaS hype before. At the time, it felt like every SaaS idea needed an AI angle. I built one too, and for a while it felt exc…
13
Good work doesn’t look good
优秀工作往往不显眼，甚至可能损害职业发展——揭示技术公司中“好工作”的真实处境与官僚文化
I don’t know how much I agree with Slava Akhmechet on how to get promoted , but I do think this is true: Most good work doesn't look good. Sometimes i…
14
The Quiet Redesign
作者分享个人网站排版升级的点滴：选用Söhne与Newzald字体，在暗色风格中探寻设计调性与写作语气的共鸣。
Earlier this week I flew down to a friend’s home in Anaheim for Thanksgiving and, in between home made apple pies and far too much turkey, I found tim…
15
Potential and Loss
英国脱欧浪费了两年智力与情感资源，若用来应对气候变化、改善公共服务该多好——一篇引人深思的评论。
What troubles me most about Brexit, despite that abomination of a name, is the wasted intellectual, emotional, and creative resources that have been s…
16
Ten years
OpenAI官方回顾十年AI突破与教训，展望通用人工智能未来
OpenAI reflects on ten years of progress, from early research breakthroughs to widely used AI systems that reshaped what’s possible. We share lessons …
17
The Four Horsemen of the LLM Apocalypse
用天启四骑士比喻LLM引发的战争、短缺、安全版权和低质内容泛滥，深刻反思AI带来的冲击。
Article URL: https://anarc.at/blog/2026-05-16-four-horsemen/ Comments URL: https://news.ycombinator.com/item?id=48172680 Points: 6 # Comments: 0
18
I broke a working PR because an LLM convinced me there was a bug
程序员被LLM误导，亲手破坏了完美PR，反思人与AI竟有相同“bug”
Article URL: https://www.droppedasbaby.com/posts/2602-02/ Comments URL: https://news.ycombinator.com/item?id=48178732 Points: 1 # Comments: 0
19
AI is making me dumb
AI依赖正在削弱你的独立思考能力，这篇反思文章值得警惕
Article URL: https://jpain.io/god-damn-ai-is-making-me-dumb/ Comments URL: https://news.ycombinator.com/item?id=48139148 Points: 541 # Comments: 302
20
I don't want to be a programmer, I want to remind developers that they are failing us and they must take action
开发者被多款AI工具和插件折磨，这篇文章直击碎片化痛点，给出统一接口的解决思路。
use Claude for project planning (it's expensive), use DeepSeek or a cheap Chinese model for coding, use Gemini for review. Errors here, errors there, …