Orbbec co-founder emphasizes that enhancing machine perception for practical applications necessitates more than advancements in artificial intelligence; it also demands the use of accurately calibrated sensors. This insight highlights the ongoing challenges robots face in effectively interpreting their environments. The discussion sheds light on the complexities involved in developing reliable robotic vision systems, which are crucial for their successful deployment in real-world scenarios. The commentary reflects the current state of technology as of October 2023, underscoring the need for a multi-faceted approach to improve robotic capabilities.
Perception & Vision
Motion & Navigation
Software & Algorithm Provider
Human-Machine Interaction
Original from RoboticsBusinessReview.com: Why robots still struggle to see the real world
Why robots still struggle to see the real world
RobotToday Initiative
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
The Escalating AI Arms Race in Software Engineering Technical Interviews
The landscape of software engineering job interviews is rapidly evolving due to the increasing use of AI by both candidates and employers. Applicants are employing AI assistants to enhance their performance during remote technical interviews, while companies are countering with AI tools designed to detect such assistance. This dynamic creates a competitiv...
Hiring-trends Interviews Ai-bias
Mistral AI Introduces Robostral Navigate for Autonomous Robotic Navigation
Mistral AI has launched Robostral Navigate, the first AI model specifically designed for robotic navigation. This marks a significant shift for the French company, which has previously focused on large language models, as it ventures into Physical AI. The goal is to enable robots to understand natural language instructions, interpret their surroundings us...
À la une IA Industrie
Robbyant Unveils LingBot-Depth 2.0 with Enhanced Spatial Perception for Robotics
Chinese AI company Robbyant has launched LingBot-Depth 2.0, a next-generation spatial perception model designed to enhance robotic navigation in complex environments. This model builds on the previous LingBot-Depth, utilizing the Masked Depth Modeling technique and trained on 150 million samples, achieving top results in 12 out of 16 depth completion benc...
AI and Robotics
Ant Group Launches LingBot-VA 2.0 with Advanced Spatial Awareness and Vision Models
On July 10, Ant Group introduced LingBot-VA 2.0, the first embodied native action model in the industry. This release marks the culmination of their full-stack 2.0 model series, featuring advancements in spatial perception and real-time interaction. The launch has generated significant buzz across international platforms like Reddit and Hugging Face, indi...
Robotics AI Machine Learning
RoboDK Launches CAM Software to Reduce Robotic Machining Deployment Time by 40%
RoboDK has introduced its new CAM software, enabling robotic machining programs to be generated directly from CAD files. This innovation, showcased at the Automate Show, promises to reduce deployment time by up to 40%, allowing users to create toolpaths and collision-free motions without manual coding. The software aims to simplify the robotic machining p...
News Robot simulation Software
MIT and EPFL Unveil 250g Flapping Robot for Dual Aerial and Aquatic Navigation
MIT and EPFL have developed the Flapping-wing Aerial-Aquatic Vehicle (FAAV), weighing just 250 grams. This innovative robot can navigate both air and water, achieving a cruising speed of 6.3 meters per second in the air and 1 meter per second underwater. Remarkably, it can take off from water using only its wings, without any additional propulsion systems...
Flapping Robots Aerial-Aquatic Vehicles Robotics
Physical AI Landscape: From Digital Intelligence to the Embodied Physical World
A comprehensive industry analysis of Physical AI — covering Embodied AI, Field AI, Factory AI, VLM, World Model, VLA, and the VLA vs WAM architecture debate. Includes 20+ companies, 28 references, and the RobotToday Physical AI Landscape diagram. July 2026.
Artificial Intelligence
Piaggio Fast Forward Brings kilo® Autonomous Mobile Robot to Automate 2026
Piaggio Fast Forward showcases kilo®, an infrastructure-free collaborative AMR (300 lb payload, 360° LiDAR), at Automate 2026 booth #17054.
Market and Business News
Ant Group Launches Open Source LingBot-Vision: A Breakthrough in Robotic Vision Technology
Ant Group's Robbyant has introduced the LingBot-Vision model, a groundbreaking visual perception technology designed for robots. This innovative model, which operates with just 1.1 billion parameters, significantly outperforms traditional systems in depth estimation and object boundary recognition. By enhancing robots' ability to comprehend intricate envi...
Robotic Vision Depth Perception AI Technology
RoboDK Enhances Manufacturing with Digital Twin and OLP Software Features
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Ant Group Unveils Groundbreaking Spatial Perception Model for Robots
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Robotics AI Computer Vision
Sutton partners with Tianshan Technology to launch "Robot Kindergarten," using tactile perception to enable robots' self-learning abilities in the real world.
Sutton has announced a collaboration with Tianshan Technology to introduce "Robot Kindergarten," an innovative initiative aimed at enhancing robots' self-learning capabilities through tactile perception. This partnership seeks to bridge the gap between artificial intelligence and real-world applications by allowing robots to learn from their interactions ...
Robotics Automation AIAU Centre for Robotic Vision (ACRV) (AU)
Australia
Australian research centre focused on robotic vision systems, operating under university auspices. Conducts research in computer vision and perception for autonomous robots. Website was inaccessible at time of scrape; inferred from name and known public profile as a vision-focused robotics institute.
Scorpion Vision Software (UK)
Norwegian-based 2D and 3D industrial machine vision software platform (marketed under Tordivel AS). Offers sub-pixel and micron-level non-contact measurement, configurable inspection tools, and advanced calibration capabilities without programming.
Robotic Vision Technologies
US developer of Vision Factory, a 3D machine vision platform enabling industrial robots to locate parts in six degrees of freedom from a single camera image. Targets automated manufacturing lines requiring high-speed, accurate part location without structured environments.
Applied Motion Products, Inc.
United States
Since 1978, we have helped OEMs and system integrators achieve precise, reliable control of position, speed, and torque in demanding environments. Applied Motion Products addresses these needs with a broad and flexible portfolio that includes stepper motors, servo system.
Elmo Motion Control Inc.
United States
Subscribe for the Latest Automate Show Updates Copyright © 2013-2026 A3 Automate. Website by Amplify Industrial Marketing + Guidance.
Changzhou Hemm Intelligent Technology Co. Ltd. 常州汉姆智能科技
China
It is deeply engaged in the design, R&D and overall solution delivery of stepping motors, brushless DC motors, linear motors and drive control systems, and simultaneously provides advanced Industry 4.0 technology solutions to create highly adaptable software and hardware integrated.
Green Hills Software
United States
Independent embedded software provider delivering RTOS, compilers, IDEs, and debuggers for safety- and security-critical systems. Serves automotive, avionics, defence, and industrial domains with certified real-time operating system platforms since 1982.
Acquired Data Solutions, Inc.
United States
Provides systems engineering, embedded software development, automation integration, and cybersecurity services for government and commercial defense clients. Capabilities include OT/IT convergence, edge computing, and mission-critical system integration across a 28-year operational history.
Patten Studio
United States
Patten Studio is an interactive design studio based at MIT Media Lab roots, creating technology-driven art installations and experiential environments for brands and public spaces. Work involves sensing, embedded computing, and responsive physical interfaces, with peripheral relevance to human-machine interaction.
Shenzhen Macrotellect Technology (CN)
Macrotellect develops BrainLink EEG headsets and brainwave sensing devices for consumer and research applications. The company focuses on brain-computer interface technology enabling non-invasive neural signal acquisition and human-machine interaction.
Soul Machines
New Zealand
New Zealand AI company (now in receivership as of February 2026) that developed lifelike digital human avatars powered by large language models for customer service and enterprise deployment. Created Digital Workers and Workforce Connect platforms.
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