BEV Enters Embodied AI: Robot Data Moves Toward the Scaling Fast Track
量子位 QbitAI2 days agoCommentaryThe article title suggests a discussion of bringing BEV, or bird’s-eye-view perception, into embodied intelligence. It appears to frame robot data as a scaling bottleneck and points to a cross-dimensional approach for accelerating data use. Because no body text is provided, the specific method, company claims, benchmarks, and product details cannot be verified.
NVIDIA and LG Group Build AI Factory for Physical AI, Mobility and Infrastructure★ 72
Hacker News (AI keywords)6 days agoHardwareNVIDIA and LG Group announced an AI factory collaboration spanning robotics, autonomous driving, data center technologies and GPU cloud services. The effort connects NVIDIA Isaac, Cosmos, DRIVE, DSX, Blackwell GPUs, NeMo and TensorRT-LLM with LG’s manufacturing, robotics, mobility and infrastructure businesses. The partnership also supports LG’s EXAONE sovereign AI model work and broader enterprise AI adoption across the group.
World’s First Robot Training Property: 300,000 Chinese Homes for Robots
量子位 QbitAI6 days agoReleaseDaxiao Robot and CUHK MMLab introduced Kairos-Homeworld, an open project with 300,000 Chinese residential floor plans and 5,000 interactive 3D home scenes. It can generate full household environments from prompts, including layouts, furniture, objects, and physical properties. The article frames it alongside Kairos 3.0-4B as part of a broader embodied AI stack: world model, data, and environment.
NVIDIA and LG Group Build an AI Factory for Physical AI, Mobility and AI Infrastructure★ 74
NVIDIA Blog6 days agoHardwareNVIDIA and LG Group are collaborating on an AI factory to support LG’s AI-driven businesses across robotics, autonomous driving, data center technologies and GPU cloud services. The effort connects NVIDIA’s AI factory platform with LG’s manufacturing, mobility, robotics and infrastructure capabilities. It also covers Isaac, Cosmos, DRIVE, DSX and EXAONE-related work using Blackwell GPUs, NeMo, Nemotron datasets and TensorRT-LLM.
NVIDIA and Doosan Group Collaborate on Physical AI and AI Factory Infrastructure
NVIDIA Blog6 days agoBusinessNVIDIA and Doosan Group are expanding their partnership across physical AI, robotics and AI factory infrastructure. The collaboration connects NVIDIA’s accelerated computing stack, DSX, MGX and physical AI tools with Doosan’s industrial automation, power generation and electronics materials capabilities. Key areas include smarter industrial robots, autonomous equipment, AI data center power systems and advanced PCB materials for high-performance servers and networking.
NXP Computex 2026 Keynote: Neural Axis for Physical AI Hardware
INSIDE 硬塞 AI11 days agoHardwareAt Computex 2026, NXP focused on Physical AI and introduced its Neural Axis architecture for edge devices. The architecture emphasizes low latency, high security, and hardware-based trust for real-time responses. The article frames this as important for robotics, autonomous vehicles, and other physical-world AI deployments where safe operation is essential.
Adding MCP Tools to Reachy Mini
Hugging Face Blog11 days agoTutorialBased on the available title, this Hugging Face Blog post appears to cover adding MCP tools to Reachy Mini. The likely focus is connecting the open-source desktop robot with Model Context Protocol-based tool integrations. Since the original article text is not provided, implementation details, supported servers, models, and limitations cannot be confirmed.
COMPUTEX 2026: AI Moves from the Cloud into the Real World
INSIDE 硬塞 AI13 days agoHardwareUnder the theme “AI Together,” COMPUTEX 2026 brings together 1,500 exhibitors across the global AI supply chain. The event focuses on AI computing, robotics, and other applications that move AI beyond cloud services into the physical world. Rather than highlighting one model or product launch, the article frames Taiwan as a key hub in the broader industrial transformation driven by AI.
NVIDIA Cosmos 3: An Open Omni-model for Physical AI Reasoning and Action
Hugging Face Blog13 days agoReleaseHugging Face Blog announces NVIDIA Cosmos 3, described as the first open omni-model for Physical AI reasoning and action. The title indicates a focus on AI systems that interact with physical-world scenarios rather than only text generation. Because the article body was not provided, its architecture, supported modalities, license, downloadable assets, benchmarks, and deployment requirements cannot be verified from the available material.
Reachy Mini goes fully local
Hugging Face Blog18 days agoHardwareHugging Face published a tutorial for running Reachy Mini conversations without cloud audio processing or API keys. The setup uses its speech-to-speech library as a cascaded VAD, STT, LLM, and TTS pipeline exposed through a Realtime API-compatible WebSocket. Recommended defaults include llama.cpp with Gemma 4, Silero VAD, Parakeet-TDT, and Qwen3-TTS, while allowing swaps to vLLM, MLX, Transformers, or hosted Responses API providers.
3D-printable humanoid legs let robotics experiments run wild
Ars Technica AI19 days agoHardwareArs Technica reports that Hugging Face has introduced a roughly $2,500 bipedal humanoid robot project built around 3D-printable legs. The effort targets builders and researchers rather than mainstream consumers, lowering the hardware barrier for hands-on robotics experiments. Its broader significance is in open, reproducible embodied AI research, where models and control systems need physical platforms for testing.
網路瘋傳！Figure AI 推出人形機器人 24 小時搬包裹直播，引發社群熱烈關注
Ars Technica AI25 days agoReleaseHumanoid robot startup Figure AI recently launched a highly buzzworthy technology showcase: a 24-hour uninterrupted live stream depicting its latest humanoid…
烏克蘭無人機創辦人 Yaroslav Azhnyuk 談自主無人機技術棧與無人機經濟學：西方國家正處於昏睡狀態
Latent Space27 days agoCommentaryIn this episode of the Latent Space podcast, the hosts and guest host Noah Smith (author of the well-known economics and technology blog Noahpinion)…
Gemini Robotics-ER 1.6 發布：透過強化具身推理，賦能真實世界機器人任務★ 85
Google DeepMind Blog62 days agoReleaseGoogle DeepMind has officially announced its latest breakthrough in the field of embodied AI — **Gemini Robotics-ER 1.6**. This model is specifically designed…
Import AI 451：政治超智慧、Google 的心智社會，以及機器人鼓手★ 75
Import AI (Jack Clark)76 days agoCommentaryIn this issue of Import AI 451, author Jack Clark opens with a thought-provoking question: "Is there any technological genie that has been released that can be…
Hugging Face 發布 LeRobot v0.5.0：全面擴展開源機器人學習的各個維度★ 80
Hugging Face Blog97 days agoReleaseHugging Face has officially released version 0.5.0 of its open-source robot learning library, LeRobot, under the theme "Scaling Every Dimension." Since its…
Hugging Face 聯手 NXP：將機器人 AI 帶入嵌入式平台（資料集錄製、VLA 微調與裝置端優化）★ 75
Hugging Face Blog101 days agoTutorialHugging Face has entered into a deep collaboration with semiconductor giant NXP (NXP Semiconductors), aimed at solving the challenge of deploying advanced…
D4RT：讓 AI 學會用四維視角觀察世界，動態 4D 重建與追蹤速度提升高達 300 倍★ 80
Google DeepMind Blog149 days agoReleaseGoogle DeepMind has published a new technology called D4RT, designed to enable artificial intelligence to understand and reconstruct the dynamic world we live…
NVIDIA 推出 Cosmos Reason 2：為具身智能與物理 AI 注入先進推理能力★ 85
Hugging Face Blog159 days agoReleaseNVIDIA and Hugging Face have jointly announced the launch of the new Cosmos Reason 2 model, marking a major breakthrough in the fields of Physical AI and…
NVIDIA 攜手 Hugging Face，透過 DGX Spark 與 Reachy Mini 賦予 AI 代理實體生命★ 80
Hugging Face Blog160 days agoReleaseThis article from the Hugging Face blog reveals the latest collaborative breakthrough between NVIDIA and Hugging Face in the fields of Embodied AI and physical…
Google 2025 年度回顧：改變科學與 AI 未來的 8 大研究突破領域★ 85
Google DeepMind Blog173 days agoCommentaryAs 2025 draws to a close, Google DeepMind has published its annual review, showcasing eight breakthrough research areas in artificial intelligence. This year…
在 Replicate 上運行 Isaac 0.1：專為真實世界感知設計的輕量級具身視覺語言模型
Replicate Blog200 days agoReleaseThe cloud AI model deployment and hosting platform Replicate has officially announced support for running the new lightweight vision-language model (VLM) —…
參加 AMD 開源機器人黑客松 (AMD Open Robotics Hackathon)
Hugging Face Blog212 days agoReleaseHugging Face and chip giant AMD have jointly announced the "AMD Open Robotics Hackathon," an event designed to inspire developers, researchers, and makers…
使用 NVIDIA Isaac 與 LeRobot：從模擬到部署建構醫療機器人★ 75
Hugging Face Blog228 days agoTutorialThis article explores how to combine Hugging Face's open-source robot learning library LeRobot with NVIDIA's Isaac robotics development platform to build…
如何使用 NVIDIA Isaac 醫療平台打造醫療機器人：從模擬到部署的完整指南★ 70
Hugging Face Blog228 days agoTutorialAs healthcare demands increase and medical staffing shortages worsen, the development of medical robots — such as robots for ward supply delivery, assisted…
LeRobot v0.4.0 發布：全面加速開源機器人學習生態★ 75
Hugging Face Blog233 days agoReleaseLeRobot, the open-source robotics project under Hugging Face, has officially released version v0.4.0 — a major update aimed at comprehensively accelerating…
Gemini Robotics 1.5 發表：將 AI Agent 帶入實體世界，賦能機器人感知、規劃與工具操作★ 85
Google DeepMind Blog233 days agoReleaseGoogle DeepMind has officially announced the launch of Gemini Robotics 1.5, marking the formal entry of AI Agent technology into the physical world and…
LeRobotDataset:v3.0 發布：為 Hugging Face 機器人平台引入大規模數據集支援★ 75
Hugging Face Blog271 days agoReleaseHugging Face has officially released `LeRobotDataset:v3.0`, a critical technical upgrade to its open-source robot learning library `lerobot`, with the core…
非同步機器人推論：解耦動作預測與執行★ 75
Hugging Face Blog339 days agoOpinionIn the fields of robot learning and embodied AI, enabling controllers based on deep learning or large language/vision models (VLAs) to run in real time has…
Reachy Mini：為當下與未來 AI 開發者打造的開源機器人★ 75
Hugging Face Blog340 days agoReleaseHugging Face recently announced a collaboration with Pollen Robotics to launch a new open-source robotics platform called "Reachy Mini," designed to provide…