COMPUTEX 2026: AI Moves from the Cloud into the Real World
INSIDE 硬塞 AI57 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.
Beyond Family Privilege: Spencer Huang's Path from Bartending to NVIDIA Robotics
INSIDE 硬塞 AI57 days agoBusinessSpencer Huang, son of NVIDIA CEO Jensen Huang, took an unconventional route instead of entering the company directly. He first founded a well-known bar and later pursued an MBA. Huang then joined NVIDIA as an intern and entered its robotics lab, reflecting a start-over-from-the-ground-up approach that differs from the typical narrative surrounding the children of corporate leaders.
NVIDIA Cosmos 3: An Open Omni-model for Physical AI Reasoning and Action
Hugging Face Blog57 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 AI59 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 AI60 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 AI61 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 Blog62 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 AI62 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 AI62 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.
South Korea Deputy PM Warns of AI Wealth Gap, Proposes "AI Dividend" Policy★ 75
INSIDE 硬塞 AI63 days agoRegulationSouth Korea's Deputy PM warned that rapid AI and robot deployment could trigger severe wealth inequality, citing recent Samsung labor disputes. In response, the government is exploring "distribution justice" policies to return excess AI profits to the general public. The initiative aims to prevent technology dividends from being monopolized by tech giants and mitigate social unrest from automation.
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 AI69 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 Space71 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 Blog105 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)120 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 Blog141 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 Blog145 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 Blog193 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 Blog203 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 Blog204 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 Blog216 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 Blog244 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 Blog256 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 Blog272 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 Blog272 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 Blog277 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 Blog277 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 Blog315 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 Blog383 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 Blog384 days agoReleaseHugging Face recently announced a collaboration with Pollen Robotics to launch a new open-source robotics platform called "Reachy Mini," designed to provide…
Google DeepMind 推出 Gemini Robotics On-Device：為本地機器人設備帶來高效能、具備通用靈巧性與快速適應能力的 AI 模型★ 85
Google DeepMind Blog399 days agoReleaseGoogle DeepMind has released the "Gemini Robotics On-Device" model, a significant breakthrough that brings advanced Gemini AI capabilities directly to local…