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 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. […]
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 […]
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”, […]
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 […]
By Michael Santora, CEO at Logic Robotics Cities across the globe are wrestling with a stubborn challenge: congestion. While traffic often comes to mind first, logistics experts point out that the real bottleneck in many urban environments lies at the curb. Trucks not only clog intersections as they navigate narrow streets, but also occupy scarce […]
As robotics adoption accelerates across manufacturing, logistics, and infrastructure, energy consumption is emerging as a critical constraint. What was once a secondary engineering consideration is becoming a primary design challenge – shaping how robots are built, deployed, and evaluated. At the same time, sustainability pressures are rising. ESG – environmental, social, and governance – has […]
Choosing the right project management tools can either make or break teams. Choosing among this number of options needs to be done wisely. Good tools assist in organizing tasks, maintaining clear communication, and tracking challenges and progress. Knowing what to look for helps teams make decisions that foster productivity and collaboration. Identify Team Needs Start […]
Robotics teams rarely struggle because a part cannot be printed at all. More often, they lose time because a part arrives with the wrong material, the wrong orientation, a missed drawing note, or small inconsistencies that only become obvious during assembly or testing. That is why speed alone is not enough. For robotics teams, a […]
There’s a quiet shift happening in eCommerce. For a long time, brands were obsessed with getting new customers – bigger ad budgets, wider reach, more traffic. But lately, the smarter ones are asking a different question: How do we keep the customers we already have? Because the truth is, growth doesn’t really come from constant […]