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Taming AI’s hunger for data: German-Taiwanese researchers show how to use ‘the smallest technology nodes for energy-efficient AI’

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Artificial intelligence works fast, but its energy consumption is growing rapidly. A German-Taiwanese research team is now developing a solution: new memory for leading chip technologies smaller than 3 nm.

These innovative nanosheet devices enable computing operations directly in memory, thereby drastically reducing energy consumption. They are based on ferroelectric field-effect transistors (FeMFETs) made from hafnium oxide, which are particularly efficient.

With a joint research program, Fraunhofer IPMS, Fraunhofer IMWS, and the Taiwanese research institute TSRI are laying the foundation for the next generation of energy-efficient AI chips – from smartphones and automobiles to medical devices. [Read more…] about Taming AI’s hunger for data: German-Taiwanese researchers show how to use ‘the smallest technology nodes for energy-efficient AI’

Civ Robotics’ AI-powered CivNav brings solar construction a step closer to autonomy

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Civ Robotics, a construction robotics company, has launched CivNav, a machine-control material distribution system. Powered by AI, CivNav speeds up solar construction by streamlining logistics, efficient pile and pallet placement, and advanced planning and workflow segmentation.

As demand for solar construction continues to surge, projects are often slowed by complex logistics, requiring constant deliveries that result in sites congested with dozens of trucks.

These inefficiencies are compounded by the construction industry’s current 500,000-worker labor shortage. CivNav’s technology arrives at this critical time, streamlining outdated processes to keep the transition to solar on track. [Read more…] about Civ Robotics’ AI-powered CivNav brings solar construction a step closer to autonomy

Mach secures $7 million seed funding and agrees partnerships to scale its off-road autonomy business

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Mach, a Tier 1 supplier of full-stack autonomy solutions for off-road equipment, has announced two concurrent milestones that signal a major acceleration in its commercial progress: the close of a $7 million funding round and key partnerships with leading original equipment manufacturers in agriculture, defense, and landcare.

The funding round was led by The Venture Collective (TVC), with participation from Next Level Ventures and Midwest Growth Partners. The capital will be used to scale production and support Mach’s growing ecosystem of more than 25 OEM partners, who are integrating Mach’s proven autonomy platform to deliver next-generation solutions to their customers.

Off-road industries face new challenges, including labor shortages and increased demands for safety and efficiency. Mach addresses these issues with a proven autonomy platform, boasting 500,000 driverless miles and 250,000 hours in the field. [Read more…] about Mach secures $7 million seed funding and agrees partnerships to scale its off-road autonomy business

How robotics is becoming a branch of AI

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For most of the modern industrial era, the hierarchy of automation was simple.

  • Automation meant machines reliably performing fixed routines.
  • Robotics was a sophisticated subset of automation – programmable machinery with sensors, motors and a defined task.
  • Artificial intelligence was something entirely separate: a software discipline concerned with logic, reasoning and learning.

But the boundaries that made sense for the last 50 years no longer describe the technologies emerging now. Robots are beginning to perceive, classify, and adapt. AI systems are leaving screens and entering machines. And a new phrase – physical AI – is gaining ground as researchers try to explain what happens when intelligence takes a physical form. [Read more…] about How robotics is becoming a branch of AI

Trump reportedly considering robotics executive order as top scientists warn government is dismantling research funding

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The Trump administration is preparing a major push to accelerate the development of robotics technologies, according to a report on the Politico website.

Five months after unveiling a national plan for artificial intelligence, the administration is now shifting its attention to autonomous systems and advanced manufacturing.

Commerce Secretary Howard Lutnick has been meeting with robotics industry CEOs and is “all in” on accelerating the industry’s development, Politico reports, citing “three people familiar with the discussions who were granted anonymity to share details”.  [Read more…] about Trump reportedly considering robotics executive order as top scientists warn government is dismantling research funding

The real test of robotics: Can insights reach the factory floor?

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By Jason Hehman, industrials vertical lead, TXI

Robotics and AI promise major productivity gains in industrial contexts. The biggest challenge, in many cases, is translating those promises into actual utility on the factory floor.

The problem is that there is not (and there never will be) magical technology that works in every industrial context. The good news, however, is that there are basic principles that industrial leaders can use over and over to ensure that their technology investments lead to meaningful improvements for frontline operations.

Those principles: experimentation, user-centered design, and frontline delivery. Here, I’ll explain how industrial leaders can incorporate all three to consistently see positive ROI from tech investments. [Read more…] about The real test of robotics: Can insights reach the factory floor?

Which AI Humanizer Tool Performs Best in 2026

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Artificial intelligence now powers an enormous share of digital content creation across engineering firms, robotics companies, manufacturing environments, and automated service operations.

As these systems produce more text, organizations increasingly rely on AI content classifiers to determine whether a document was written by a machine or a person.

In response, a range of rewriting platforms – commonly called AI humanizers – have emerged to help produce more natural, human-sounding language. [Read more…] about Which AI Humanizer Tool Performs Best in 2026

Interview with Volvo autonomous trucks executive: ‘We are already in commercial deployment’

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Autonomous trucking is edging closer to commercial reality in the United States, but the companies leading the technology are finding that the real challenge is no longer just developing a safe self-driving system.

It is building the ecosystem around it: the infrastructure, service network, regulations, operational playbooks and commercial partnerships needed to scale autonomous freight in a predictable, reliable and economically viable way.

Few companies have gained as much real-world experience as Volvo Autonomous Solutions. While much of the industry is still testing prototypes or running closed pilots, Volvo is already hauling commercial freight between Dallas and Houston using the Volvo VNL Autonomous integrated with the Aurora Driver. (VNL is the name of Volvo Trucks’ long-haul, Class 8 tractor platform for the North American market.) [Read more…] about Interview with Volvo autonomous trucks executive: ‘We are already in commercial deployment’

National Science Foundation funding brings ‘smarter and stronger’ advanced manufacturing

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The next revolution in manufacturing might come from a robotic arm that ‘prints like nature builds’

With funding from a three-year, $3.5 million National Science Foundation (NSF) Future Manufacturing Research Grant, a team at Virginia Tech is pioneering this new approach by using robotic arms to produce 3D-printed composite materials from multiple directions instead of laying them down in straight lines and flat layers.

The final printed product features engineered materials that bend and curve like the grains of wood in a tree to anticipate stresses, making them almost 10 times stronger than traditional 3D-printed material.

The three-year NSF grant funding the work is one of only seven awarded under the Future Manufacturing Research program, which supports research, education, and the training of a future workforce to create manufacturing capabilities that do not exist today. [Read more…] about National Science Foundation funding brings ‘smarter and stronger’ advanced manufacturing

XELA Robotics adds high-precision tactile sensing to Tesollo robot hand

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XELA Robotics, a specialist in advanced 3D tactile sensor technology, says it has “successfully integrated” its uSkin sensors into a Tesollo DG-5F five-fingered anthropomorphic robot hand – a popular model capable of human-level gripping and manipulation.

Commercial orders will be accepted beginning in the late first quarter of 2026.

In addition, XELA Robotics’ 2026 technology roadmap includes making its sensors smaller, faster and smarter. An example of this will be the reduction in size of its sensing points from about 4 mm x 4 mm to 2.5 mm x 2.5 mm allowing the addition of more sensing points than previously possible. The reduced size sensor points will be available for order in the second quarter of 2026. [Read more…] about XELA Robotics adds high-precision tactile sensing to Tesollo robot hand

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