DavidZhou (@zhouql1978) profile picture

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

Joined December 2007
Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)Photo by DavidZhou (@zhouql1978)
Give your AI agent a profession with updating.cc 🎓 204 skills · 17 professions · 1 sentence to install. Copy one line → paste into Claude Code / OpenClaw / Codex → your agent is now a specialist. GDPval-proven: skills lift job-task scores by +10 to +40 pts.
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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: github.com/13331112522/claud…
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How does technology co-evolve with us and finally replace us step by step? Here is my thoughts:
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Simplicity is the highest level of research. Like the style of the paper and looking forward to seeing the scaling up of this method.
"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.
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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!
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 👉: github.com/aiming-lab/AutoRe… Kudos to the team @JiaqiLiu835914, @richardxp888, @lillianwei423, @StephenQS0710, @Xinyu2ML, @HaoqinT, @zhengop, @cihangxie, @dingmyu, and we are looking for more contributors.
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great work for personization and continual learning in real world application!
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 🤝 🔗 github.com/Gen-Verse/OpenCla…
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DavidZhou retweeted
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 🤝 🔗 github.com/Gen-Verse/OpenCla…
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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
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