2026年会是robotics爆发的一年： 资金、注意力、labor会10x地流入robotics 有vla model作为驱动、world model作为增强、视频/遥操/仿真数据作为燃料 我们已经在bert时刻，离gpt时刻不远了 bet on @virtuals_io @xmaquina @openmind_agi , buidling @axisrobotics 耐心浇灌，等待开花

robotics 日报 12.24 by grok (fact check yourself) 1. Crypto & DePIN Note: Filtered for high-signal technical/project updates. GEODNET (@GEODNET) 核心进展: Token burn accelerating as 2025 closes, directly tied to real network usage from customers like farmers, surveyors, drones, and autonomous systems. 价值解读: Demonstrates sustainable DePIN model with usage-driven revenue and reduced supply, positioning GEODNET as infrastructure for robotics and precision data in the machine economy. Source: OpenMind (@openmind_agi) 核心进展: Robots integrate with @Virtuals_io to act as trading assistants, enabling embodied AI to turn digital tasks into human-robot commanded actions. 价值解读: Bridges crypto trading with robotics, showcasing how AI agents in robot brains can expand DePIN applications in finance and automation. Source: 2. 学界前沿 (Academia) RoboBallet: Planning for Multi-Robot Reaching with Graph Neural Networks and Reinforcement Learning 技术突破: Google DeepMind Robotics and University College London team develops AI model using reinforcement learning and graph neural networks for collision-free motion planning in shared workspaces for multiple robots. Source: 3. 产业与巨头 (Industry & Big Tech) Unitree 落地动态: G1 humanoid demonstrates advanced capabilities like kung-fu, backflips, dancing on stage, and ringing Nasdaq bell using OpenMind OS, highlighting progress in agility and real-world demos. Source: Boston Dynamics 落地动态: Pushing hardware limits with Reinforcement Learning to improve robot performance for customer delivery, including agile movements in Atlas. Source: NVIDIA 落地动态: Released security update for Isaac Launchable addressing vulnerabilities, while Isaac Sim and Lab enable advancements in robot simulation and control for models like Unitree G1. Source: Agility Robotics 落地动态: Hosting CES 2026 panel on humanoids with NVIDIA and Schaeffler, focusing on optimized actuators and real-world applications in factories and homes. Source: Figure AI 落地动态: Unveils Figure 03 humanoid designed for mass production in homes, warehouses, and hotels, prioritizing scalability over breakthrough performance. Source: Signal-to-Noise Summary Humanoid robotics demos from Unitree and Boston Dynamics are accelerating with AI integration, while DePIN projects like GEODNET show real usage growth, signaling a convergence of crypto infrastructure and embodied AI for scalable applications in 2026.

未曾设想的道路： @openmind_agi 集成 @virtuals_io butler，语音交互完成稳定币交易（yield）任务指派 把agents安装到robots大脑中，用人与机器人的交互替代纯虚拟交互。