Jeff Bezos’ Prometheus Targets an “Artificial General Engineer”
The Verge AI2 days agoBusinessJeff Bezos’ AI startup Prometheus is aiming to develop what he calls an “artificial general engineer.” The company wants to build AI-powered tools that help design physical products, with possible applications in robotics, drug design, manufacturing, and complex hardware. The Verge reports that Prometheus has raised $12 billion, reached a $41 billion valuation, employs about 150 people, and is led by Bezos and Vik Bajaj.
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.
Neura Robotics Completes Up to $1.4B Series C Funding★ 74
INSIDE 硬塞 AI3 days agoBusinessGerman humanoid robotics startup Neura Robotics completed a Series C round reportedly worth up to $1.4 billion. Investors mentioned include Tether, NVIDIA, Amazon, and Qualcomm. The funding will support global deployment and expanded production capacity, underscoring continued investor interest in physical AI and humanoid robotics commercialization.
Former Li Auto AD Chief Launches Embodied AI Startup in Beijing Yizhuang
量子位 QbitAI4 days agoBusinessQbitAI reports that Kunlunxing, co-founded by former Li Auto autonomous driving leader Lang Xianpeng and former Alibaba vice president Ren Geng, has settled in Beijing Yizhuang. The startup targets general embodied intelligence, benchmarking Tesla humanoid robots and building both robot hardware and AI brains. Despite fast hiring, strong investor backing, and a reported unicorn valuation, the article stresses that technical paths, commercialization, and real-world deployment remain uncertain.
Google DeepMind Launches Initiative to Power the Future of Robotics in Europe★ 70
Google DeepMind Blog5 days agoBusinessGoogle DeepMind has unveiled a strategic initiative to power the future of robotics in Europe. The program focuses on advancing Embodied AI and physical AI through deep collaborations with European academic institutions and industry partners. By combining DeepMind's AI expertise with Europe's strong engineering foundation, the initiative aims to accelerate breakthroughs in robotic generalization and safety.
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.
For LLMs It Is Coding; for Embodied AI It Is Picking: Yuanli Lingji Enters Early
量子位 QbitAI6 days agoBusinessBased only on the title, the article frames coding as a key testbed for large language models and picking as a key testbed for embodied AI. It appears to focus on Yuanli Lingji’s early move into robot manipulation or picking scenarios. No concrete product, benchmark, model detail, or performance claim can be verified without the original article body.
Is Silicon Valley ready to put robots in people’s homes? Hello Robot is.
TechCrunch AI10 days agoHardwareHello Robot has released Stretch 4, the fourth generation of its home assistance robot. The company is taking a cautious, deployment-first approach, using a wheeled base, telescoping arm, sensors, and human-in-the-loop control rather than promising a general-purpose humanoid. TechCrunch frames Stretch as a practical bet on real household data, assistive use cases, and safer hardware for people with mobility challenges.
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.
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.
Startup offers free home cleaning if it can record it all for robot training
Ars Technica AI16 days agoBusinessAI training startup Shift is offering free home cleanings while workers wear head-mounted cameras that record household chores. The footage is intended to become training data for domestic robots and related AI systems. The model highlights rising demand for real-world robotics data, while raising privacy questions about recording inside homes.
This AI startup will clean your home for free to train future robots
The Verge AI16 days agoBusinessAI training startup Shift is offering to clean homes for free, with a significant condition: it records cleaners at work. The footage captures tasks like scrubbing, vacuuming, dusting, tidying, and washing. Shift says the material will be used to train future robots, raising clear questions about data collection inside private homes.
NASA Unveils $20B Moon Base Plan, Robots to Scout Lunar South Pole This Fall
INSIDE 硬塞 AI17 days agoHardwareNASA announced a $20 billion plan to build a phased outpost near the Moon’s south pole. The agency will work with private companies and send robots first for scouting and deployment. The effort is intended to support Artemis crewed missions and prepare for long-term lunar presence after 2032.
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.
This startup is betting India’s gig economy can train the world’s robots
TechCrunch AI19 days agoBusinessHuman Archive, founded by Berkeley and Stanford researchers, is using India’s gig economy to gather physical-world AI data. Workers are paid to wear camera-equipped caps and sensor devices while moving through real environments. The company is targeting the growing demand from AI and robotics labs for real-world training data needed to develop physical AI systems.
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…