The economics of Physical AI: Why data quality beats scale
为了达到物理 AI 社区所期望的鲁棒性水平，即在不熟悉的环境中对不熟悉的对象进行零样本部署的通才策略，数据集大小必须增长几个数量级。为了给出规模感，将逻辑扩展到 LLM 规模的数据量（大约 10^2）将需要大约 8000 万个机器人连续运行三年。 The field is therefore bottlenecked not only by compute or model architecture, but more fundamentally by the rate at which high-quality, real-world manipulation data can be gen
I found the best early Memorial Day Apple deals: Save hundreds on iPad, Apple Watch, and more
夏天快到了，您已经可以通过这些早期的阵亡将士纪念日周末促销找到所有 Apple 产品的优惠。
I'm no Copilot fan, but these 6 new AI skills turned Edge into my favorite mobile browser
With Edge's mobile app, you can now request summaries of multiple tabs, turn pages into podcasts, and tap into your browsing history and past chats.
WisdomTree Launches Physical AI, Humanoids, and Drones Fund (WDRN)
New ETF provides exposure to companies enabling AI deployment in the physical world
Powered by Clearpath: Research Highlights from ICRA 2026
The world’s top robotics minds are gathering at ICRA 2026 in Vienna, Austria in June, and we’re proud to see Clearpath robots helping drive the research conversation. From novel applications in autonomous navigation to advancements in human-robot interaction, researchers worldwide are using our robo
Setup & Configuring a Copley Motor Controller
我通常会尽可能尝试使用 Copley 电机控制器。这有几个原因，包括： 可靠性 Linux 软件 API（只需少量费用），可以轻松包装以在 ROS Copley 中使用，如果您正在阅读本文，您应该免费向每个人提供 CML...适用于各种不同控制器的相同软件 API（AC，...帖子设置和配置 Copley 电机控制器首先出现在 Robots For Roboticists 上。
This post is part of the Hands on Robot Design series.有关机械、电气、运动控制、计算、传感器等的信息，请参阅此处查看帖子/主题的完整列表http://robotsforroboticists.com/hands-on-ground-robot–drone-design-series。 The drones designed for the DARPA SubT challenge needed to be great at flying through tunnels and exploring unknown subterranean e
Project Planning: Scheduling & Estimating Activity Duration
成功的项目往往有可行的时间表（以及预算，但那是另一个时间了）。该计划应在项目开始时制定，并在整个项目期间积极维护。在大型项目中，这可能意味着有专人来维护和跟踪进度。 I would generally recommend revisiting the schedule at least…The post Project Planning: Scheduling & Estimating Activity Duration appeared first on Robots For Roboticists.
India Inc biggies turbocharge plans to move logistics into electric lane
Top Indian companies are boosting their green logistics plans.百事公司正在扩大其电动汽车走廊。马鲁蒂铃木的目标是将更多的车辆调度转移到铁路。印度斯坦联合利华正在增加可再生能源的使用。 Dabur India 正在部署更多电动汽车和铁路运输。
Sea otters are highly intelligent marine mammals known for their unique survival skills and playful nature. One of their most fascinating behaviors is using rocks as tools to open hard-shelled prey like clams, crabs, and mussels. Many sea otters even keep a preferred rock in a special skin pocket, u
Chinese Proverb of the Day explores the meaning of “The unfaithful woman has remorse, the faithful one has regret.”传统谚语反映了关于忠诚、情感冲突、欲望、责任以及个人选择后果的观念。它解释了行动和克制如何造成不同形式的情感负担，展示了人际关系和情感决策的复杂性。
威廉·布莱克 (William Blake) 的每日名言：威廉·布莱克 (William Blake) 的有力话语提醒我们，面对生活中的高山或挑战，才能取得重大成就。 These obstacles forge strength and reveal potential. Blake explored themes of spirituality and human experience. His quote inspires perseverance, showing that difficulties are opportunities for growth and accomplishm
Over 38 Kuki, Naga civilians held captive in Manipur amid fresh ethnic violence
More than 38 people from Kuki and Naga communities are held captive in Manipur.纳迦联合委员会声称有 20 名平民被绑架。 Efforts are underway for their safe release. The government is discussing with civil society and political leaders. The Union Home Ministry has been informed. Three Kuki individuals were killed in an
NEET-UG 2026 paper leak: CBI probes role of public servants, larger conspiracy
The CBI is investigating potential public servant involvement in the NEET-UG 2026 paper leak. The agency is seeking custodial interrogation of an accused and has arrested two more individuals, bringing the total to seven. Searches were conducted at multiple locations. The leaked papers were allegedl
Sugar export ban to free up 4-5 lakh tonne for domestic use
India has banned sugar exports until September 30. This move aims to increase domestic availability by 4-5 lakh tonnes. The decision is a response to El Nino concerns and potential impacts on future production. While boosting buffer stocks, the ban may affect sugar mill owners' short-term finances.
African proverb of the day explains the meaning of the Burundian proverb “Where there is love, there is no darkness.” The story explores love as light, healing power, trust, and hope.它解释了同情心如何消除人际关系和社区中的恐惧、仇恨和困惑，以及爱如何帮助人们克服挑战和冲突。
Power ministry asks PSUs to explore one WFH day a week
The Power Ministry has suggested that its public sector undertakings explore allowing employees to work from home. This move could permit up to 20 percent of staff to work remotely on any given day. PSUs like NTPC and Power Grid are evaluating the operational feasibility of this new policy. This ini
Centre explores PLI scheme for seafood MSMEs to boost exports
该提案旨在将出口商从约 1,200 家扩大到 5,000 家，并加强基础设施、技术采用和研发
