warmshao 리트윗함
warmshao
652 posts
Real frontier AI lab
Kimi.ai@Kimi_Moonshot
Introducing 𝑨𝒕𝒕𝒆𝒏𝒕𝒊𝒐𝒏 𝑹𝒆𝒔𝒊𝒅𝒖𝒂𝒍𝒔: Rethinking depth-wise aggregation. Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers. 🔹 Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth. 🔹 Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale. 🔹 Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead. 🔹 Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains. 🔗Full report: github.com/MoonshotAI/Att…
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warmshao 리트윗함
Take a bigger slice of the agentic web this #PiDay by shipping a literal pizza pie → goo.gle/3PaAVEL
To try: enable chrome://flags/#enable-webmcp-testing & install the Model Context Tool Inspector extension.
Share what "pi" you’d build below! 🍕
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Big loss for Alibaba. Bro could start a great AI startup like OpenAI or Anthropoid
Junyang Lin@JustinLin610
me stepping down. bye my beloved qwen.
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VibeSurf should apply one?
Z.ai@Zai_org
Z.ai Startup Program is NOW OPEN. What you can get: ·Free API credits ·Priority rate limits ·Exclusive Community ·Early API Access Who we're looking for: ·AI-native startups ·Agent builders ·SaaS founders integrating LLM infra ·Global teams building for real-world scale If you're building something that matters, don't wait!! Apply now: startup.z.ai Questions? Details? Follow & DM @ZaiforStartups
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0.8B with vision 👍
Qwen@Alibaba_Qwen
🚀 Introducing the Qwen 3.5 Small Model Series Qwen3.5-0.8B · Qwen3.5-2B · Qwen3.5-4B · Qwen3.5-9B ✨ More intelligence, less compute. These small models are built on the same Qwen3.5 foundation — native multimodal, improved architecture, scaled RL: • 0.8B / 2B → tiny, fast, great for edge device • 4B → a surprisingly strong multimodal base for lightweight agents • 9B → compact, but already closing the gap with much larger models And yes — we’re also releasing the Base models as well. We hope this better supports research, experimentation, and real-world industrial innovation. Hugging Face: huggingface.co/collections/Qw… ModelScope: modelscope.cn/collections/Qw…
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warmshao 리트윗함
Gemini 3.1 Pro is here.
We’ve significantly improved the model’s overall intelligence so it can solve tougher problems. 🧵
GIF
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warmshao 리트윗함
Unitree Spring Festival Gala Robots —a Full Release of Additional Details 🥳
Dozens of G1 robots achieved the world’s first fully autonomous humanoid robot cluster Kung Fu performance (with quick movement), pushing motion limits and setting multiple world firsts! H2 made striking appearances at both the Beijing main venue and the Yiwu sub-venue, clad in the Monkey King’s heavy armor and riding a “somersault cloud” played by B2W quadruped robot dogs, delivering New Year blessings from the clouds.
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Happy Chinese New Year 🧧
Qwen@Alibaba_Qwen
🚀 Qwen3.5-397B-A17B is here: The first open-weight model in the Qwen3.5 series. 🖼️Native multimodal. Trained for real-world agents. ✨Powered by hybrid linear attention + sparse MoE and large-scale RL environment scaling. ⚡8.6x–19.0x decoding throughput vs Qwen3-Max 🌍201 languages & dialects 📜Apache2.0 licensed 🔗Dive in: GitHub: github.com/QwenLM/Qwen3.5 Chat: chat.qwen.ai API：modelstudio.console.alibabacloud.com/ap-southeast-1… Qwen Code: github.com/QwenLM/qwen-co… Hugging Face: huggingface.co/collections/Qw… ModelScope: modelscope.cn/collections/Qw… blog: qwen.ai/blog?id=qwen3.5
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很早就安装了这个工具，还没正式用起来，看起来浏览器自动化很好。
warmshao@warmshao
在vibesurf配置好qwen-asr后，配合上vibesurf skill，你就可以无缝在openclaw中使用语音识别了，这样可以在discord或飞书发送语音让claw🦞干活了
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warmshao 리트윗함
GLM-5, Gameboy and Long-Task Era
→ 700+ tool calls, 800+ context handoffs, and a single agent running for over 24 hours.
blog.e01.ai/glm5-gameboy-a…
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