DavidZhou

Daddy, Husband, Son, Techologist, Ph. D, Idealist

[DavidZhou @zhouql1978]

Your AI agent has a soul. Don't lose it when switching platforms.

Mind Transposition skill transfers agent personality, skills, memory & settings across Claude Code, OpenClaw, Nanobot & Hermes.

https://t.co/VLo6ZalZqU

#AIAgents #ClaudeCode #OpenClaw #MindTransposition

[DavidZhou @zhouql1978]

@snowboat84 latent space也许就是这样一个需要探索的空间

[DavidZhou @zhouql1978]

@wei_yaning46270 @op7418 是的，有个保存按钮

[DavidZhou @zhouql1978]

Turn @karpathy viral "LLM Wiki" idea into a one-command skill with obsidian-cli support.

Knowledge compounds. Every input makes the whole smarter.

Here is what I achieve:

https://t.co/MUBXsa0AUZ

[DavidZhou @zhouql1978]

@rohanpaul_ai AI should have its own language and way of thinking.

[DavidZhou @zhouql1978]

How does technology co-evolve with us and finally replace us step by step? Here is my thoughts:

[DavidZhou @zhouql1978]

Simplicity is the highest level of research. Like the style of the paper and looking forward to seeing the scaling up of this method.

[alphaXiv @askalphaxiv]

"Exclusive Self Attention"

This paper proposed Exclusive Self-Attention (XSA), which is a tiny two-line change that stops attention from looking at itself.

This forces it to focus on the rest of the sequence, and can make transformers more effective!

This improves the performance at long context at almost no extra cost.

[DavidZhou @zhouql1978]

It is actually so cool to do research by ur phone with autoresearchclaw. Only one sentence to install it on openclaw and give it the idea, and it runs by itself and report to u the progress. Finally the summary generated and send ur the result. Thanks to the team from aiming-lab!

[Huaxiu Yao @HuaxiuYaoML]

Everyone's excited about Karpathy's autoresearch that automates the experiment loop.

We automated the whole damn thing. 🦞

Meet AutoResearchClaw: one message in, full conference paper out. Real experiments. Real citations. Real code. No human in the loop.

One message in → full paper out. Here's what happens in between:

📚 Raids arXiv & Semantic Scholar, digests 50+ papers in minutes
🥊 Three AI agents FIGHT over the best hypothesis (one swings big, one sanity-checks, one tries to kill every idea)
💻 Writes experiment code from scratch, adapts to your hardware
💥 Code crashes at 3am? It reads the stack trace, rewrites the fix, keeps going
🔄 Results weak? It pivots to entirely new hypotheses and starts over
📝 Drafts a full paper with citations, every single one verified against live databases

No babysitting. No Slack messages. No "hey can you re-run this."

Karpathy built the experiment loop. We built the whole lab.

Chat an idea. Get a paper. 🦞

Try it 👉: https://t.co/KLOcnzFYaD

Kudos to the team @JiaqiLiu835914, @richardxp888, @lillianwei423, @StephenQS0710, @Xinyu2ML, @HaoqinT, @zhengop, @cihangxie, @dingmyu, and we are looking for more contributors.

[DavidZhou @zhouql1978]

@YinjieW2024 @openclaw @MengdiWang10 @LingYang_PU I think it is more useful in private deployment like enterprises or government than personal use cases. It can generate positive data flywheel by keeping using it.

[DavidZhou @zhouql1978]

@gothburz @grok summarize

[DavidZhou @zhouql1978]

great work for personization and continual learning in real world application!

[Ling Yang @LingYang_PU]

We've integrated on-policy distillation RL methods (SDFT and SDPO) into OpenClaw-RL's pipeline, working directly with the original authors! @IdanShenfeld @thomasklbg
OpenClaw-OPD now supports even more effective learning paradigms for personalized AI agents trained from natural conversation feedback via @openclaw.
We welcome the integration of novel and effective methods — if you have ideas, let's build together 🤝
🔗 https://t.co/ry18qekutm

[Ling Yang @LingYang_PU]

We've integrated on-policy distillation RL methods (SDFT and SDPO) into OpenClaw-RL's pipeline, working directly with the original authors! @IdanShenfeld @thomasklbg
OpenClaw-OPD now supports even more effective learning paradigms for personalized AI agents trained from natural conversation feedback via @openclaw.
We welcome the integration of novel and effective methods — if you have ideas, let's build together 🤝
🔗 https://t.co/ry18qekutm

[DavidZhou @zhouql1978]

@MiniMaxAgent maxclaw sucks! always down without any reason

[DavidZhou @zhouql1978]

@wshuyi listenhub能画画吗？？？

[DavidZhou @zhouql1978]

@MiniMax_AI extremely slow response with base plan

[DavidZhou @zhouql1978]

@shao__meng 体验不好，响应巨慢

[DavidZhou @zhouql1978]

@Joe2th what's that?

[DavidZhou @zhouql1978]

While many purchased Mac Mini to contain openclaw, I chose Raspberry Pi with Nanobot+Feishu.
1.Self-updating with skills
2.Web Service patrolling
3.Customized Daily breeding and news
4.Remote Vibe coding

[DavidZhou @zhouql1978]

@louszbd @stableAPY @tiredisa68544 lovely