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Notice how Apollo's wrist camera is underneath the hand. Our tactile sensing likely helps to cope with vision being blocked during manipulation. A wrist camera that sees hand–object contact can reduce this need, which explains why simple parallel jaw grippers work well using…
Notice how Apollo's wrist camera is underneath the hand. Our tactile sensing likely helps to cope with vision being blocked during manipulation. A wrist camera that sees hand–object contact can reduce this need, which explains why simple parallel jaw grippers work well using…
Impressive progress @GoogleDeepMind 👏. Moving from direct VLA pipelines to embodied reasoning layers is a critical shift, robots that think before acting are more explainable, adaptable & safer. The next challenge will be grounding reasoning in real-world feedback,…
Impressive progress @GoogleDeepMind 👏. Moving from direct VLA pipelines to embodied reasoning layers is a critical shift, robots that think before acting are more explainable, adaptable & safer. The next challenge will be grounding reasoning in real-world feedback,…
We’re making robots more capable than ever in the physical world. 🤖 Gemini Robotics 1.5 is a levelled up agentic system that can reason better, plan ahead, use digital tools such as @Google Search, interact with humans and much more. Here’s how it works 🧵
What “General Intelligence” Really Means for Robots In AI, the word “general” gets thrown around a lot. But what does general intelligence actually look like for robots? It doesn’t mean a robot can do everything a human can. It means a robot can move beyond narrow,…
The frontier of robotic grasping is shifting from “predict and hope” to closed-loop intelligence that adapts in real time. Grasp-MPC exemplifies this shift, combining the reliability of model-based control with the flexibility of learned value functions. This hybrid approach is…
The frontier of robotic grasping is shifting from “predict and hope” to closed-loop intelligence that adapts in real time. Grasp-MPC exemplifies this shift, combining the reliability of model-based control with the flexibility of learned value functions. This hybrid approach is…
Multimodal Embeddings in Robot Decision-Making. At the core of robot intelligence is a simple but powerful idea: different types of data, vision, language, and sensors, need a shared space to make sense together. That’s what multimodal embeddings provide. By mapping words,…
Wild
Using Visual Language Models to Control Bionic Hands: Assessment of Object Perception and Grasp Inference. arxiv.org/abs/2509.13572
Kaito, but for robotics AI/ML engineers. Who's building this?
Lots going on in robotics
Pi0 from @physical_int is one of the best generalist Vision-Language-Action (VLA) models for robotics (and predecessor of Pi0.5). 🧵 Here's how it works + how you can fine-tune it on your own robot for a simple task: x.com/physical_int/s…
Pi0 from @physical_int is one of the best generalist Vision-Language-Action (VLA) models for robotics (and predecessor of Pi0.5). 🧵 Here's how it works + how you can fine-tune it on your own robot for a simple task: x.com/physical_int/s… https://t.co/MJjvhFfUn8
We just merged LeRobotDataset v3.0 + Streaming 🔥 A important change of our dataset format: > 📦Chunked episodes for massive scale (OXE-level) > 📽️ Efficient video storage + streaming > ⚡️ Faster loading > 📈Unified parquet metadata (no more scattered JSONs) This makes LeRobot…
A new dexterous hand is here. DexcelRobotics, a startup founded by a former core member of Tencent Robotics X, has launched its first product, the Apex Hand. The company claims it's the first in the industry capable of operating a cell phone with a single hand. The Apex Hand is…
The Pareto Principle in robotics: 80% of automation value comes from 20% of the applications. Start with machine tending, not humanoids doing backflips.
Moonlighting a bit: we implement Online RL for VLA models with @Verl🤖, and find simple outcome rewards can work surprisingly well! The code is open-sourced: github.com/PRIME-RL/Simpl…. 🚀Thrilled to introduce SimpleVLA-RL! With only one trajectory per task for SFT, SimpleVLA-RL…
When others say it can't be done, keep building. The strongest conviction comes during the darkest times.
China saved opensource LLMs, some notable releases from July only > Kimi K2 > Qwen3 235B-A22B-2507 > Qwen3 Coder 480B-A35B > Qwen3 235B-A22B-Thinking-2507 > GLM-4.5 > GLM-4.5 Air > Qwen3 30B-A3B-2507 > Qwen3 30B-A3B-Thinking-2507 > Qwen3 Coder 30B-A3B US & EU need to do better
Welcome to OpenRouter, @nvidia 💚 First model is Nemotron Nano 9B: - Free 🎁 - 128k context - Pre-trained from scratch, with reasoning - ZDR-enabled:

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mp @oxydilated
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The Robot Learning Co... @RobotLearningCo
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307 Followers 835 Following 👩🏼💻Building AI Robotics @SeeedStudio | 🎓 @UCIrvine | on ne sait jamais 💭🏋🏻♀️🏂🚴♀️🧘♀️
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2K Followers 44 Following We are building an intelligent robotics platform to unlock the creative and economic potential of millions more businesses, entrepreneurs and developers.
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