AI is consuming staggering amounts of energy—already over 10% of U.S. electricity—and the demand is only accelerating. Now, researchers have unveiled a radically more efficient approach that could slash AI energy use by up to 100× while actually improving accuracy. By combining neural networks with human-like symbolic reasoning, their system helps robots think more logically instead of relying on brute-force trial and error.
Modern food systems may look stable on the surface, but they are increasingly dependent on digital systems that can quietly become a major point of failure. Today, food must be “recognized” by databases and automated platforms to be transported, sold, or even released, meaning that if systems go down, food can effectively become unusable—even when it’s physically available.
Teams talk about NLP – natural language processing – in test automation, yet many still ask what it truly means. They hear about tools that turn plain language into test scripts, but they want clear facts. This topic matters now because software teams face tight release cycles and constant change. NLP in test automation means […]
A conversation between LocaXion CEO Viren Mathuria and Redpoint CEO Chunjie Duan on safety-grade RTLS, what genuine precision demands, and the architecture built for what’s coming. RTLS (Real-Time Location System) refers to wireless technology used to automatically identify, track, and manage the precise location of assets, equipment, or people within a defined indoor or outdoor […]
Epson Robots has announced a strategic alliance with Clayton Controls to deliver advanced automation solutions to the Southwest US region. “Our business philosophy is to understand our customers’ unique challenges and develop automated solutions that will increase productivity with our knowledge, experience and an extensive product portfolio to meet those needs,” said Chris Brown, vice […]
Tekpak Automation will demonstrate the benefits of robotics for manufacturers across the food, beverage and pharmaceutical industries at interpack 2026, with a live working demonstration of a pick-and-place cell on Stand A15/Hall 16. Tekpak is known for solving complex packaging line challenges with proven, modular automation. Built on over 25 years’ experience supporting pharmaceutical and […]
Agile Robots, a leading provider of AI-powered robotic solutions, has successfully acquired assets of thyssenkrupp Automation Engineering in Europe and North America. Through the acquisition, the Munich-based company is strengthening its position in next-generation automation solutions and is tapping into new growth markets and close partnerships with leading OEMs. The acquisition had initially been announced […]
A recent survey shows over 70 percent of truck techs now use AI-powered diagnostics every week, proving the shift is already here. Modern trucks rely on sensors, connected systems, and smart alerts that demand sharper digital skills. Techs who blend mechanical experience with data confidence quickly gain an edge in fast-changing shops. In this article, […]
A guy spent $22,000 on a steel mold. Parts came back warped. The wall thickness was wrong. The factory said it was his design. He said it was their fault. Six months later, still no product. That story is not rare. It happens constantly to founders and engineers who skip the basics of injection molding. […]
As commercial environments grow increasingly reliant on autonomous technology in core operations, the ability for robots to intelligently adapt is critical to scaling automation. Brain Corp, the real-world AI company, has announced the release of BrainOS Clean 2.0, a major new software update designed to elevate how Tennant Company robotic floor cleaners operate, adapt, and […]
Reframe Systems, the Massachusetts-based physical AI company innovating homebuilding with robotic microfactories, has partnered with Cabot, Cabot & Forbes (CC&F), a specialist in transit-oriented development for Greater Boston’s new economy workers, to deploy a Reframe unit as the on-site marketing and sales office for The Bolt, a 180,000 SF innovation and manufacturing center currently under […]
Florida Polytechnic University’s newest high-tech addition is making dining on campus a little easier, and a lot more fun. With just a few taps on a phone screen, autonomous delivery robots can quickly deliver bagels, burritos, lattes and much more to Phoenixes throughout campus. Florida Poly’s Phoenix Dining, managed by Chartwells Higher Education Dining Services, […]
GMEX Robotics, a developer of AI-powered robotic technologies, says it is advancing the development and integration of its “Intelligent Robot Chassis”, which the company describes as “a key innovation designed to enhance the resilience, mobility, and operational safety of autonomous robots across industries”. In connection with this technological advancement, GMEX is in the process of […]
Toyota Material Handling Europe has introduced a new automated guided vehicle (AGV) system designed to handle a range of warehouse transport tasks and pallet types. Called Swarm Automation Transport, the system combines the company’s SAI125CB automated counterbalance stacker with its T-ONE control software platform, enabling coordination across automated and mixed fleets. The company says the […]
FII Priority Miami concluded its three-day summit with a series of discussions on global investment trends, economic volatility, and emerging growth sectors, alongside appearances by former US President Donald J. Trump and football legend Ronaldo Luís Nazário de Lima. FII stands for Future Investment Initiative. It is a global nonprofit focused on “Impact on Humanity”, […]
Vecna Robotics, a provider of flexible material handling automation, has announced CaseFlow Voice, which the company says is the only case picking automation solution with fully integrated voice technology. CaseFlow Voice embeds Lucas Systems’ “Jennifer” voice capabilities directly into case picking workflows, enabling hands-free operations that improve worker productivity and accuracy while helping warehouses achieve […]
EV adoption is accelerating across logistics, public transport, and energy retail. Charging networks, fleet management systems, energy platforms, and partner APIs all run in parallel but rarely communicate. Dispatchers manually coordinate sessions that should trigger automatically. Energy managers export spreadsheets that a platform should process in real time. At scale, these gaps become a ceiling […]
Positronic Robotics launches ‘PhAIL’ benchmark to test real-world performance of physical AI systems
Positronic Robotics has introduced a new benchmarking initiative aimed at evaluating how well AI-driven robots perform in real-world industrial tasks, as interest grows in so-called “physical AI” systems. The benchmark, called PhAIL (Physical AI Leaderboard), measures robotic performance using operational metrics such as units per hour and mean time between failures, rather than traditional academic […]
The humanoid robotics industry may be approaching its first real commercial inflection point – and the signal is not a new product launch or funding round, but a sharp and accelerating decline in prices. Recent disclosures from Unitree Robotics suggest the average price of its humanoid robots fell from approximately $85,000 in 2023 to about […]
Unitree Robotics, which is believed to be the world’s largest humanoid robot maker, has taken a significant step toward going public, filing for an initial public offering on Shanghai’s STAR Market that could raise up to 4.2 billion yuan ($610 million). The Hangzhou-based company’s IPO application was formally accepted by the Shanghai Stock Exchange on […]