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Shu Yang 杨澍
721 posts
Shu Yang 杨澍
@shuyhere
INTP | CS phd @KAUST_News ｜Msc in CL @UM_1981｜make things funny
Thuwal Katılım Eylül 2022
1K Takip Edilen204 Takipçiler
不是，大家的用户协议都是写了玩的，就是你来真的是吧？
不能写脚本用Claude Code，但是你自己写Compiler的时候就写个脚本循环跑。
中文
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My rule of thumb: It's fine for a student to be proud of their pub, let them enjoy their accomplishment, give them a ❤️. But if you're a grown-ass faculty member, tell us the *result*. Write a thread, blog post, whatever. *Teach* us something new and interesting. Don't be cringe.
Gautam Kamath@thegautamkamath
if you are able to get 14 papers accepted to ICML, maybe you do not actually need to post about getting 14 papers accepted to ICML
English
体验 warp 的最大感受是：如果 LLM 需要渐进式披露 那人也需要
当我抱着对一个新 terminal 的期待打开 warp 就好像小学二年级第一次打开 word 一整个屏幕的按钮让我手足无措
突然就理解了一个产品是多么需要一个大家都很好理解的支点比如最常见的用最简单的 chat 作为入口一点点展开所有的功能
中文
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Shu Yang 杨澍 retweetledi
5/ Agents have no working sense of time
- Agents systematically underestimate training overhead.
- Agents' poor sense of time affects their performance.
- Agents rarely recover from catastrophic processes that take a lot of time.
English
Shu Yang 杨澍 retweetledi
Introducing @NeoCognition, the agent lab for specialized intelligence.
Everyone needs experts, but human expertise does not scale.
Backed by $40M seed funding, we build self-learning agents that specialize across domains to make expertise abundant.
English
congratulate !!
Yu Gu@yugu_nlp
Today we're finally out! Something I keep coming back to: continual learning and world modeling are two sides of the same coin. Specialization starts where training ends. It's the agent continuously building its model of the world it actually lives in. That's when clever demos turn into real expertise. We're hiring! @NeoCognition
Română
嗯，我的天蝎前女友暑假出去实习先和我说上司追她，然后没几天就我分手了，开学就和上司同居了
颜克权@yantanzhang
集美表示如果时间可以倒流一定会跟考上公务员的男朋友见面，再去控告他qj，不知道娶了江浙沪独生女的好处有多大，只知道工作肯定没了。
中文
Shu Yang 杨澍 retweetledi
Feross@feross
🚨 CRITICAL: Active supply chain attack on axios -- one of npm's most depended-on packages. The latest axios@1.14.1 now pulls in plain-crypto-js@4.2.1, a package that did not exist before today. This is a live compromise. This is textbook supply chain installer malware. axios has 100M+ weekly downloads. Every npm install pulling the latest version is potentially compromised right now. Socket AI analysis confirms this is malware. plain-crypto-js is an obfuscated dropper/loader that: • Deobfuscates embedded payloads and operational strings at runtime • Dynamically loads fs, os, and execSync to evade static analysis • Executes decoded shell commands • Stages and copies payload files into OS temp and Windows ProgramData directories • Deletes and renames artifacts post-execution to destroy forensic evidence If you use axios, pin your version immediately and audit your lockfiles. Do not upgrade.
中文
Shu Yang 杨澍 retweetledi
RLHF Book status update: lot's of great changes.
Over the past month I've been doing a top to bottom update to the RLHF book. All of these changes are reflected on the website rlhfbook dot com, and will soon be translated to the Manning early access version (MEAP), and then more improvements for the physical copy.
Overall, this took the PDF from ~150 to ~200 pages, the book is much more well rounded now.
Some of the larger changes:
- Updates to the RL chapter to add more algorithms like GSPO, CISPO, etc.
- Updated the big table of reasoning model tech reports (full list below). Added a section on Rubrics for RLVR.
- Updated the text in many chapters to better reflect best practices of today.
- Many clarity fixes throughout, adding better transitions, introductions, etc.
- More consistent notation throughout the book.
I strongly recommend taking a look again if you only looked in the first half of 2025. There are also many surprising details, such as fixing this attached RLHF system diagram you may recognize from my first HuggingFace RLHF blog post in December of 2022, it had a bunch of minor errors.
Next step I'm going to be focusing on making the physical Manning book great. The content will flow more smoothly than the web version (i'm trying to not change the links), such as linking the constitutional AI and synthetic data chapters. Overall this should make it read better from front to back. Also, all the diagrams and content will be designed to have a much more elegant presentation.
Thanks for reading and feedback!
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Shu Yang 杨澍 retweetledi
Finally, a neat way to understand the internal of basic RL algorithms!
alphaXiv@askalphaxiv
Introducing RL Visualizer See PPO and GRPO mentioned everywhere but don't know what actually makes them different? Visualize and compare these algorithms in a simple online maze environment! 🚀
English
And there’s still no official explanation for why the rating edits were locked…
English
So when will ICLR send an official email about all this drama? We didn’t submit our paper to X, so why is the first notice showing up here instead of in our inbox…
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Shu Yang 杨澍 retweetledi
it may seem like an ordinary day, but it could become the strangest moment in peer review and open science
please please please treat our community with care. it’s already so fragile. don’t let it die.
ICLR@iclr_conf
English
Shu Yang 杨澍 retweetledi
Several of my team members + myself are impacted by this layoff today. Welcome to connect :)
English
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Join us in celebrating the 2024–2025 Dean's List honorees from the @KAUST_CEMSE Division.
These students have gone above and beyond, demonstrating the exceptional drive, curiosity and perseverance that define our community. Earning this distinction is a testament to their passion, hard work and commitment to academic excellence.
Their distinction is not only a personal milestone but also a reflection of the vibrant academic environment we cultivate—one that encourages curiosity, innovation and continuous growth.
Congratulations to all honorees for this well-deserved recognition. You make our community proud!
#KAUST #CEMSE #DeansList #AcademicExcellence #HigherEducation #STEM #StudentSuccess
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