Recent discussions in the field of artificial intelligence highlight a significant challenge facing the development of physical AI systems. Experts emphasize that in order for physical AI to achieve milestones comparable to those of large language models (LLMs), a critical data issue must be addressed. As of October 2023, the existing datasets are insufficient to support the complex learning and operational needs of physical AI. This gap in data could hinder progress and innovation in creating AI that can effectively interact with and navigate the physical world. Addressing this problem is essential for advancing the capabilities of physical AI, ensuring that it can perform tasks with the same proficiency as its software counterparts.
Education & Research
Software & Algorithm Provider
Human-Machine Interaction
Motion & Navigation
Original from TechCrunch: Collecting robot training data is dirty, unglamorous work. Some AI labs are already paying XDOF to do it.
Collecting robot training data is dirty, unglamorous work. Some AI labs are already paying XDOF to do it.
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Robot Training Data 4D Data Collection Industrial Robotics
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Niantic Spatial Flexion
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open-source Asimov locomotion
PAL Robotics Unveils TIAGo Pro Arm for Advanced Manipulation and AI Research
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News
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Data Crowdsourcing Robot Training AI Technology
IonQ to Install 256-Qubit Quantum Computer at Florida International University for Research
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Science
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University of Applied Sciences Magdeburg-Stendal and KUKA Systems AWS Launch FSW Research Platform
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AI AI Funding & Investment AI Infrastructure & Compute
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Components News adaptive grippers
BioRobotics Laboratory, Korea University of Technology and Education
Korea, Republic of (South)
South Korean university research laboratory focusing on haptics, exoskeletons, rehabilitation robotics, and autonomous ground vehicles.
McMaster Manufacturing Research Institute
Canada
Hamilton, Ontario applied manufacturing research center at McMaster University; runs a 21,000 sq ft facility with seven research labs.
Robotics Education & Competition Foundation
United States
The REC Foundation is a US nonprofit that runs VEX-based robotics and drone competitions reaching 1.1 million students across 70 countries.
Ortelio Ltd
United Kingdom
Ortelio Ltd is a UK cloud robotics research company founded in 2011 that develops AI platforms giving robots intelligence for service and healthcare tasks.
Parata Systems
United States
Durham, North Carolina pharmacy automation maker acquired by BD in 2022; builds robotic vial-filling and packaging systems.
Pensa Systems
United States
Austin-based AI retail shelf platform using autonomous drones and CV to detect stockouts; customers include J&J, AB InBev, and Circle K.
Human in Motion Robotics
Canada
Vancouver, Canada medical-robotics company founded 2016 builds the XoMotion self-balancing exoskeleton for people with spinal cord injury or stroke.
LG Display
Korea, Republic of (South)
Seoul display maker (KRX:034220, NYSE:LPL), formed 1999, that launched plastic OLED humanoid-robot face panels for industrial settings in 2026.
Roboblock System Co., Ltd.
Korea, Republic of (South)
South Korean robotics distribution and development company founded in 1997; supplies AI robots, drones, humanoid kits, and VR/AR systems internationally.
Vicon Motion Systems
United Kingdom
UK motion capture technology leader; Valkyrie & Vantage camera systems for robotics, life sciences, entertainment & engineering.
Pendulum Systems
United States
Seattle AI software company delivering device-native alt-PNT navigation for GPS-denied environments across drones, defense, and supply chains.
Physik Instrumente (PI) GmbH
Germany
Karlsruhe, Germany precision motion maker founded 1970; builds piezo actuators, nanopositioning stages, and hexapod robots; being acquired by HOERBIGER in 2026.
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