AI
XDOF in Series B Talks at $1.2 Billion Valuation for Robot Learning Data
XDOF is negotiating a Series B at a ~$1.2B valuation, hitting ~$50M in annualized revenue three months after launch.
Tags: Robotics
AI
GEN-1.5 Robot: A Physical AI That Learns New Tasks in a 3-Second Demo
Generalist AI's GEN-1.5 is a robot foundation model that learns new tasks from just a 3–12 second action demonstration. It achieves immediate learning with zero gradient updates.
AI
51WORLD Unveils AperData: A New Foundation for Robot Learning Data
51WORLD announces physical AI infrastructure "AperData" and "AperOne". Using human-worn data collection devices and edge processing, it aims to solve the data generation challenge for robot learning.
Dev
Point Cloud Collision Detection Data Structure Recapt Achieves Speedup and Lower Cost
Recapt, a new data structure for point cloud collision detection in robot motion planning, greatly cuts construction cost and memory usage.
AI
Real2Sim: A Revolutionary Replacement for Sim2Real by NVIDIA and Fei-Fei Li's New System
NVIDIA GEAR and Fei-Fei Li's team have developed SimFoundry, which can automatically generate robot simulation environments from real-world videos, enabling nearly infinite training data through object swapping and task generation.
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