However, once these systems are deployed, they are prone to face unique challenges. Lighting conditions, variations in human behavior, the variety of surfaces encountered, and background noise are examples of factors that can contribute to these newfound friction points in untested scenarios. [Read more…] about Bridging the Gap Between Robotics Design and Deployment
machine learning
Top 6 Enterprise Web Scraping Solutions for Large Businesses
Enterprise businesses generate massive amounts of data every day, but collecting accurate information from multiple websites can quickly become challenging. Manual data collection is slow, expensive, and difficult to scale.
That’s why many organizations invest in enterprise web scraping solutions that automate data extraction while maintaining speed, accuracy, and compliance.
The right provider can help businesses monitor competitors, analyze pricing trends, generate qualified leads, track products, and build reliable datasets for AI and business intelligence. [Read more…] about Top 6 Enterprise Web Scraping Solutions for Large Businesses
Former DeepMind team launches AI robotics startup with robots that learn from workers
Reimagine Robotics, an AI robotics company founded by former leaders of Google DeepMind’s Applied Robotics team, has emerged from stealth with new technology that allows robots to learn on the job.
The company is developing intelligent robots that anyone can train and use. Instead of requiring specialist programmers whenever a task or production process changes, workers can show the robot what to do, watch it attempt the task and correct it on the spot.
“A useful robot should be able to learn from the person doing the work,” says Jonathan Scholz, co-founder and CEO of Reimagine Robotics. [Read more…] about Former DeepMind team launches AI robotics startup with robots that learn from workers
Researchers unveil open-source robotic guide dog designed to assist blind and visually impaired people
Researchers have introduced what they describe as the world’s first fully autonomous robotic guide dog, an AI-powered mobile robot designed to help blind and visually impaired people navigate both indoor and outdoor environments.
Named Milo, the robot has been developed as a lower-cost alternative to traditional guide dogs, which require extensive training and are often in short supply.
According to the developers, certified guide dogs in Canada can cost tens of thousands of dollars to train, and applicants may wait several years before receiving one. [Read more…] about Researchers unveil open-source robotic guide dog designed to assist blind and visually impaired people
AGIBOT’s foundation model tops benchmark test for audio-visual reasoning
AGIBOT says its WITA-Omni Preview multimodal foundation model has achieved the highest score on the Daily-Omni audio-visual reasoning benchmark, outperforming models from Alibaba, Google and ByteDance.
According to the company, WITA-Omni Preview recorded an average accuracy of 85.21 percent on the third-party benchmark, ahead of Qwen3.5-Omni-Plus, Gemini 3.1 Pro Preview and Doubao Seed 2.0 Lite.
The model achieved the highest scores in audio-visual alignment, comparison, event sequencing, and the benchmark’s 30-second and 60-second video subsets. It also ranked first or joint first in six of the eight reported evaluation metrics, including tying for first place in inference. [Read more…] about AGIBOT’s foundation model tops benchmark test for audio-visual reasoning
Robbyant releases LingBot-World 2.0 with hour-long real-time world generation
Robbyant, an embodied AI company within Ant Group, has open-sourced LingBot-World 2.0 (Infinity), the latest version of its interactive world model, adding support for hour-long real-time world generation, high-definition output and expanded interactive capabilities.
The company says the new model represents a significant advance over LingBot-World 1.0, extending stable world generation from minutes to continuous hour-long sessions while maintaining visual quality and supporting real-time user interaction.
According to Robbyant, LingBot-World 2.0 produces 720p video at 60 frames per second and is designed to generate, stream and display content simultaneously, reducing latency and allowing users to interact with the environment as it is created. [Read more…] about Robbyant releases LingBot-World 2.0 with hour-long real-time world generation
Agility Robotics opens new Fremont facility to accelerate physical AI development
Agility Robotics, a humanoid robotics and physical AI company, has opened its new Fremont, California facility designed to accelerate physical AI developments that directly improve performance in customer operations.
The new site will serve as the company’s software and capabilities hub, where engineering teams will train, test and advance the AI technologies that enable Agility’s humanoid, Digit, to learn new skills and perform more sophisticated tasks in customer environments.
The 60,000-square-foot facility complements Agility’s RoboFab manufacturing operations in Salem, Oregon, establishing Agility’s Bay Area Physical AI development hub in the heart of Silicon Valley. [Read more…] about Agility Robotics opens new Fremont facility to accelerate physical AI development
Siemens partners with Databricks and FFT to turn production data into scalable AI-driven insights
Siemens has announced a new edge-to-cloud integration with Databricks, the Data and AI company, and long‑time automation partner FFT Produktionssysteme (FFT).
Together, the partners will connect production data directly to enterprise AI – without complex IoT middleware. This will help industrial customers transform their production data into actionable insights and scale industrial AI across global operations.
With the new integration, customers are able to stream contextualized shopfloor and plant data from Siemens Industrial Edge via the FFT DataBridge directly to the Databricks Platform, where it can be analyzed and used to train AI models centrally for implementation across global production networks. [Read more…] about Siemens partners with Databricks and FFT to turn production data into scalable AI-driven insights
UK startup Humanoid launches reinforcement learning system to improve robot manipulation
UK-based robotics and AI company Humanoid has introduced KinetIQ Ascend, the company’s reinforcement learning approach designed to reach 99.9 percent manipulation reliability at human speed and beyond.
KinetIQ Ascend builds on the previously announced KinetIQ platform with trial-and-error learning, helping the company’s robots improve directly on industrial tasks.
The new system was tested on several tasks, including picking parts from bins, handing objects to humans, and lifting and moving containers using both arms. It has proven effective across a range of manipulation scenarios. [Read more…] about UK startup Humanoid launches reinforcement learning system to improve robot manipulation
Kawasaki Robotics showcases 8-axis Physical AI robot and intelligent automation technologies at Automate 2026
Kawasaki Robotics showcased a range of advanced automation technologies at Automate 2026 in Chicago, demonstrating how robotics, AI, machine learning, vision systems, and real-time control are transforming industrial automation.
Among the highlights were the debut of the new “RL030N” 8 Degree of Freedom (DoF) robot platform designed for Physical AI applications, Kawasaki Robotics’ patented Pulseboard inspection technology demonstrated in a live robotic weld inspection system developed with Fives DyAG, and the introduction of the new MXP360L and BA013L industrial robots.
Demonstrated throughout Kawasaki Robotics’ booth, the technologies showcased intelligent automation systems capable of advanced motion control, precision inspection, and flexible manufacturing. [Read more…] about Kawasaki Robotics showcases 8-axis Physical AI robot and intelligent automation technologies at Automate 2026