The most interesting thing here isn’t that it’s another AI model. It’s that it’s focused on solving real operational problems instead of just chasing benchmark headlines.
The strongest healthcare LLM, custom-built for your enterprise, owned by you🌸
Meet @actAVAai Cura: 1T agentic model trained by recursive self-improvement for long clinical + health admin workflows
Try: https://t.co/q3VmbYJk4M
Share your use case: $20 credits + early access👇
The strongest healthcare LLM, custom-built for your enterprise, owned by you🌸
Meet @actAVAai Cura: 1T agentic model trained by recursive self-improvement for long clinical + health admin workflows
Try: https://t.co/q3VmbYJk4M
Share your use case: $20 credits + early access👇
Interesting to see more work focusing on physical dynamics instead of only visual realism. Robots ultimately need to understand how actions change the world, not just predict nice-looking frames.
🤖Robots that think ahead and act in real time.
LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world.
✅ 93.6% success on bimanual tasks
⚡ 150 Hz single-GPU inference
🎯 20 demos to generalize.
This is what happens when you stop adapting and start building natively. 🧵👇
🤖Robots that think ahead and act in real time.
LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world.
✅ 93.6% success on bimanual tasks
⚡ 150 Hz single-GPU inference
🎯 20 demos to generalize.
This is what happens when you stop adapting and start building natively. 🧵👇
Small corrections like fixing expressions or removing distractions are exactly the kind of edits people make every day. Better control over those details is far more useful than starting over.
Dola Seedream 5.0 Pro API is now available on BytePlus.
AI image generation is evolving beyond creating a single image.
Edit with precision. Visualize complex information. Render realistic images and portraits. Create across languages.
Create production-ready visual assets for enterprise workflows.
Dola Seedream 5.0 Pro API is now available on BytePlus.
AI image generation is evolving beyond creating a single image.
Edit with precision. Visualize complex information. Render realistic images and portraits. Create across languages.
Create production-ready visual assets for enterprise workflows.
Slides × Scheduled Tasks!
Stop wasting hours on slides! Let HIX AI do it on schedule.
Set it once, and get fully completed, professional PPTs delivered to you periodically—automatically and right on time.
#slides#hixai
What stood out to me wasn’t “infinite generation.” It was the shift from creating isolated clips to creating environments that keep reacting to what you do. That’s a much bigger change than it first sounds.
🌍 10 minutes was just the beginning. What if a world model could run forever — responding to your every action, generating new events, and never losing coherence?
Today, we open-source LingBot-World 2.0 (Infinity) 🔥
The first interactive world model with:
🔷 Hour-long generation with zero quality drift
🔷 Rich actions & events — attack, cast spells, shoot, summon storms
🔷 Agentic world — a Director Agent drives real-time world evolution
720p/60fps. Playable like a game. 🎮 Try it now on @reactorworld — or deploy it yourself with SGLang day-0 support. @lmsysorg
#WorldModel #EmbodiedAI #OpenSource #Robotics
The combination of sparse MoE, embodied pretraining and reinforcement learning feels like an architecture built around solving deployment problems, not just chasing larger parameter counts.
Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence.
🔹30B params, only 3B active at inference.
🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining.
🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench.
🧵👇
Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence.
🔹30B params, only 3B active at inference.
🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining.
🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench.
🧵👇