Atria ASI

🌐 Website: GitHub: Discord:

[Atria ASI @AtriaASI]

Atria Dawn officially launches today.

From research questions to verifiable results—now with a 512K context window and stronger performance vs. Preview:
• JobBench: +7.2 pts
• WideSearch: +2.7 pts
• PaperBench: +2.6 pts

Explore:
🌐 Website: https://t.co/MDDspFiqYO
💻 GitHub: https://t.co/9lDhCSpnb4
🚀 Try Atria: https://t.co/ITVPZVtQ30

[kabi @kakakbibibi]

🚀 Introducing ToolSpace🌟 — tool-centric environment synthesis for long-horizon agents!

ToolSpace flips data-centric Env scaling🧐:
• Real traces are linked into a tool space, and databases are synthesized only for stateful environments.
• State-aware exploration then turns executable chains into verifiable tasks and checkers.

🔥 Key Results:
• ToolSpace-744B averages 56.6 on 7 long-horizon tool benchmarks, on par with Claude Opus 5
• AutomationBench 54.7 · Harvey LAB 27.5 · SkillsBench 67.8 · OfficeQA Pro 67.1 · JobBench 57.5
• On the new Pro benchmarks, strong models all score below 40

💻 GitHub: https://t.co/VAklqIdLfC 📄 Paper: https://t.co/Ddz4U6nGBK
🌐 Project Page: https://t.co/gLjwXoGU72
🤗 Models: https://t.co/kUgtC2R1PQ
📎HF paper: https://t.co/RuIw1X6f1R

🙌 Try it, share feedback, and give us a ⭐!

[kabi @kakakbibibi]

Excited to share our latest work 🥳:

🌍 CoworkOS: Scaling Agent Coworkers for Real-world Automation

Building a true “super AI coworker” that handles both complex productivity and long-horizon decision-making.

💡 Three pillars of Design:
1️⃣ Three-layer cowork: Main plans & accepts · Coordinator schedules · Subagents execute (sync/async)
2️⃣ Shared apps: humans & agents co-edit the same docs / CAD / Blender — chat or direct edits
3️⃣ Persistent runtime: hierarchical workspaces + semantic memory + background Jobs → resumable, monitorable

📊 Results:
✅ Competitive with Codex & DeepSeek Harness across 12 productivity benchmarks + 24 real deliverables
✅ RSI-native: 5 rounds of automated post-training lift Qwen3.6-35B-A3B from 33.19 → 42.95 (+9.76) on 8 benchmarks

📄 Paper: https://t.co/zA17XxDDkP
🌐 Site: https://t.co/W5wNDdRsfW
💻 Code: https://t.co/TguHrFVzCK
🎬 Demo: 📷https://t.co/zlqklF1b1x

[Atria ASI @AtriaASI]

Atria Dawn officially launches today.

From research questions to verifiable results—now with a 512K context window and stronger performance vs. Preview:
• JobBench: +7.2 pts
• WideSearch: +2.7 pts
• PaperBench: +2.6 pts

Explore:
🌐 Website: https://t.co/MDDspFiqYO
💻 GitHub: https://t.co/9lDhCSpnb4
🚀 Try Atria: https://t.co/ITVPZVtQ30

[Wanghan Xu @wanghan_xu]

时隔一个月，上海人工智能实验室AtriaDawn大模型正式版终于上线。对比preview预览版，上下文直接拉到512k，整体能力大幅升级，完全免费可用。不多废话，直接上手体验！

#���模型 #智能体 #人工智能 #ai #科研 #ailab

[Atria ASI @AtriaASI]

@Tr_Boladoo Thanks! We try to continue scaling high-quality agent envs for it~

[Atria ASI @AtriaASI]

Atria Dawn officially launches today.

From research questions to verifiable results—now with a 512K context window and stronger performance vs. Preview:
• JobBench: +7.2 pts
• WideSearch: +2.7 pts
• PaperBench: +2.6 pts

Explore:
🌐 Website: https://t.co/MDDspFiqYO
💻 GitHub: https://t.co/9lDhCSpnb4
🚀 Try Atria: https://t.co/ITVPZVtQ30

[Atria ASI @AtriaASI]

@Tr_Boladoo Thanks! We’re really excited about the +7.2 improvement on JobBench—great to see the progress from the preview paying off 🚀

[Atria ASI @AtriaASI]

@FaijanK21499117 Thanks so much! Would love to hear your thoughts once you’ve had a chance to explore Atria 🙌

[Atria ASI @AtriaASI]

@yamuradotdev Coming soon! We’re preparing the Hugging Face release and will share the link here once it’s ready. Stay tuned 👀

[kabi @kakakbibibi]

Introducing Atria Dawn🫡 — the official release!

Atria is a 700B agentic foundation model for long-horizon tasks and real-world productivity 🙌

Upgraded from Preview: 512K context, stronger tool use and ML coding for stable long-horizon execution🥳.

📈 Excited results over Preview:
• Automation Bench 54.7%
• WideSearch 84.8%
• Workspace Bench 66.1%
• MLE Bench 88.2%

From protein structure training & CAD modeling to knowledge viz, PPT/poster design & data analysis

🌐 Homepage: https://t.co/T0Rk3Xnb7h
💻 GitHub: https://t.co/Jd1e1I7t5x
🤗 Hugging Face: https://t.co/J3eS1DJ403
🚀 Try it: https://t.co/WMbVxEFtAl

[Wanghan Xu @wanghan_xu]

真实用户评价是最好的benchmark

很高兴我们的Atria-Dawn-Preview在一周内获得大量用户，并且收到了很多鼓励和好评，这样让我们更有动力做出更好的模型。
#atria #llm #ai #agent #bench

[kabi @kakakbibibi]

Stay tuned for Atria—more RSI explorations and exciting features are coming soon 🥳！

[SageAI @sageai_official]

😃“From research questions to verifiable results” is the promise.
😉The proof? It ships.
🚀Meet Atria Dawn Preview @AtriaASI — an agentic foundation model for long-horizon tasks and controlled self-evolution, built on the Intern large model.
🌦️ 1 min → global weather forecast
🖥️ 20 min → OS from scratch
🧠 AI building AI, with verification in the loop Not uncontrolled RSI.
Verifiable. Reproducible. Controllable.
Open preview ↓
🌐 https://t.co/FrbzXjUWO6
💻 https://t.co/Hy1RZWskxn
🤗 https://t.co/WeUxKLbDai
🤖 https://t.co/pyYn4MRp8f
🐦 https://t.co/L41CISVoJO
#AtriaDawn #AgenticAI #RSI #OpenSource

[Atria ASI @AtriaASI]

If you have any questions, feedback, or want to share what you’ve made, feel free to join our Discord: https://t.co/aivgMo57Kx

[Atria ASI @AtriaASI]

Introducing Atria Dawn Preview:
From Research Questions to Verifiable Results.

Atria Dawn Preview is an agentic foundation model built for long-horizon tasks, helping researchers and engineers turn open-ended questions into executable, verifiable, and reproducible outcomes.

Explore Atria Dawn Preview:
🌐 Website: https://t.co/MDDspFiqYO
💻 GitHub: https://t.co/tNmLocadjT
🤗 Hugging Face: https://t.co/cyZod5oHbw
🤖 ModelScope: https://t.co/6BNi5vHFDl
🚀 Try Atria:
EN：https://t.co/Ap5aO2gQeu
ZH：https://t.co/cG16cQdx4j

[Atria ASI @AtriaASI]

We’re excited to highlight SETA, an open-source RL environment for training and evaluating AI agents from the @CamelAIOrg .

A valuable resource for researchers and developers exploring agentic reinforcement learning and complex task environments.

Check it out and support the CAMEL-AI community! 🚀
🔗 https://t.co/8evX0nL04f

[kabi @kakakbibibi]

I'm also excited to share our team's study on human–AI collaboration. Throughout the training process, we (almost) achieved recursive self-improvement (RSI)— and I believe fully automated RSI is not far away🥳 .

[机器之心 JIQIZHIXIN @jiqizhixin]

Meet Atria Dawn Preview, a new AI model from the Atria team, a collaboration between Shanghai AI Laboratory and multiple universities and research institutions.

Built for scientific productivity, Atria Dawn Preview is designed to tackle complex research tasks continuously, turning long-horizon work into progressively verifiable outcomes.

Its focus goes beyond solving individual tasks: Atria aims to strengthen end-to-end delivery in real-world workflows, from scientific automation to everyday office work.

Website: https://t.co/bfFfzpBtib

[Atria ASI @AtriaASI]

We’re grateful to OpenBMB for supporting Atria Dawn Preview with UltraData-SFT-Agent-2609.

The dataset’s high-quality agent trajectories have been valuable in developing Atria’s capabilities on agentic tasks.

🔗 https://t.co/PBAz6Q7J51

[Atria ASI @AtriaASI]

From solving tasks to partnering on entire projects.

We introduce Atria Dawn: The Dawn of Agentic Superintelligence — our study of what happens when agents move beyond answering questions to exploring, building, testing, and producing verifiable outcomes.

🔹 Verifiable Experience Pipeline
🔹 16 real-world benchmarks
🔹 #1 on 5 benchmarks
🔹 769 real task records from 56 participants
🔹 A case study of human–AI collaboration

The goal isn’t just more capable agents. It’s agents that can contribute to real research and engineering workflows under human oversight.

📄 Paper: https://t.co/DHrGx5iXhE