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
😃“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
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
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
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🥳 .
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
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
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
Cybersecurity
Cybersecurity tasks put long-horizon agent capabilities to the test. In an authorized, isolated environment, Atria Dawn Preview combines environment understanding, vulnerability analysis, tool use, and result verification across the entire task.
From analyzing an application and identifying its attack surface to validating vulnerabilities, executing exploits, and applying fixes, Atria carries the task through multiple stages with continuous verification.
🎥 See Atria Dawn Preview in action.
Delivery
Atria Dawn Preview turns complex ideas and information into clear, compelling presentations—from understanding content and researching sources to structuring ideas and designing slides.
Whether presenting a research paper or exploring an open-ended topic, Atria organizes key insights into coherent narratives and transforms them into polished, easy-to-understand slides.
🎥 See Atria Dawn Preview in action.
Creation
Atria Dawn Preview can transform complex knowledge—people, spaces, events, and relationships—into intuitive, interactive digital experiences.
From research and algorithms to cultural knowledge, Atria turns abstract information into spaces users can enter, explore, and understand. In the Dream of the Red Chamber demo, Atria reconstructs architecture, and spatial relationships into an explorable virtual world.
🎥 See Atria Dawn Preview in action.
@fahdmirza Thanks for sharing! 🚀 Really excited to see people putting Atria through real tasks and pushing it beyond the usual demos. Hope you enjoy trying it out!