人形机器人终于要出实验室了，但真正的战争才刚开始。 责编 | 王启隆 出品丨AI 科技大本营（ID：rgznai100） 黄仁勋这两年的 GTC 主题演讲 ，几乎每次都会把机器人和 Physical AI 拉出来讲一遍。过去大家听这些内容，总还有点"未来已来但还没落地"的距离 感：模型很强，仿真很热闹，视频也很惊艳，但机器人到底什么时候才能真正离开实验室，进入工厂、仓库、家庭和各种复杂现场，始终还是个悬而未 决的问题。 到了 GTC 2026，这件事的气氛明显变了。 今年英伟达安排的这场圆桌，题目就很直接：《From Concept to Production: Humanoid Robotics at Scale》。翻成大白话就是， 人形机器人这件 事，讨论重点已经不是"能不能做出来"，而是"怎么把它真正做成产品、铺到现实世界里去"。 这场对话请来的也都不是来聊概念的人。主持人是英伟达机器人与边缘计算生态负责人 Amit Goel；嘉宾则包括特斯拉 AI 软件副总裁 Ashok Elluswamy、Hexagon Robotics CEO Arnaud Robert、Agility CTO Pras Vel ...

Core Viewpoint - Elon Musk's entry into the restaurant industry with Tesla Diner has garnered significant attention, showcasing a blend of technology and dining experience, while also highlighting the challenges faced by the company's robotics initiative [3][19][35]. Group 1: Tesla Diner Overview - The first Tesla Diner opened in Hollywood, Los Angeles, offering fast food items like burgers and fries [9][11]. - The diner features a unique combination of dining and technology, including two large screens for movie viewing and 80 electric vehicle charging stations [19]. - The restaurant is open to the public, not just Tesla owners, leading to a high volume of visitors and positive customer feedback regarding the food and convenience [25][26]. Group 2: Robotics and Challenges - The Tesla Diner employs a robot named Optimus Prime to serve popcorn, but it experienced operational issues on its opening day, highlighting the challenges in the robotics project [28][30][40]. - Despite the initial hiccup, Musk has ambitious plans for the robot, aiming for it to become a food delivery assistant by 2026 [41]. - The development of the Optimus robot has faced setbacks, including leadership changes and performance issues, raising concerns about its future capabilities [38][39]. Group 3: Musk and Karpathy Relationship - The article discusses the relationship between Musk and former Tesla AI chief Andrej Karpathy, who has been invited back by Musk after leaving Tesla [6][52]. - Karpathy's history includes significant contributions to both OpenAI and Tesla, and his potential return could signal a renewed focus on AI initiatives within Tesla [50][53].