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AI Image Processing for High-Gloss Components in Quality Control
Highly reflective metallic surfaces are among the most challenging inspection targets in machine vision. Reflections obscure details; defects often become visible only from certain angles, and the quality of manual visual inspections fluctuates throughout the workday. The Austrian company Danube…
Kennametal Introduces Exclusive Additive Tungsten Carbide Grade
(Kennametal: Pittsburgh) -- Kennametal has announced a breakthrough in additive manufacturing that enables the rapid production of custom carbide hole-finishing tools with advanced features such as optimized cooling channels and complex geometries. The new technology, KAF82 TM, is the first…
Calibration Certificates That Read Themselves: GageList Launches Clarity AI
(GageList: Spring, TX) -- GageList, the cloud-based calibration management platform, has launched Clarity AI, making GageList the first calibration management platform to read incoming calibration certificates with AI and draft the gauge records for human review. Clarity was previewed at the NCSLI…
The Ladder That Never Comes Down
In my earlier writing, I’ve leaned on Ludwig Wittgenstein’s ladder. This is the closing move of his Tractatus Logico-Philosophicus, where once you have climbed through the propositions you discard them because they have “served their purpose.” I’ve used this language game often enough that I want…
Back to the Future: Why Agentic AI Needs a Strong Identity Foundation
As AI matures, enterprises and customers are rapidly deploying agents seeking to unlock the next level of automation and productivity. Agentic AI shows potential to handle a multitude of use cases, from buying personal items on Amazon to customer service applications to enterprise security and…
77% of Manufacturers Call Their Operations Connected
(Hexagon: North Kingstown, RI) -- Hexagon’s Manufacturing Intelligence business area has announced new research showing a gap between how manufacturers describe their operations and what’s actually happening on the production floor. Most manufacturers consider themselves connected, but responses…
Back to the Future: Why Agentic AI Needs a Strong Identity Foundation
As AI matures, enterprises and customers are rapidly deploying agents seeking to unlock the next level of automation and productivity. Agentic AI shows potential to handle a multitude of use cases, from buying personal items on Amazon to customer service applications to enterprise security and…
Relay Raises $36 Million From Industry Leaders to Drive Frontline Safety, Efficiency
(Relay: Raleigh, N.C.) -- Relay, the system of action for physical operations, announced it has raised $36 million in new funding, bringing total capital raised to over $90 million. Relay’s latest funding round, which was significantly oversubscribed, represents a powerful alignment among industry…
Queen Bee Syndrome: The Workplace Dynamic Holding Women Back
When former United States secretary of state Madeleine Albright said, “There is a special place in hell for women who don’t help each other,” that quip captured a widespread expectation that women who reach the top should pull others up behind them. Yet it’s not uncommon for junior female employees…
Queen Bee Syndrome: The Workplace Dynamic Holding Women Back
When former United States secretary of state Madeleine Albright said, “There is a special place in hell for women who don’t help each other,” that quip captured a widespread expectation that women who reach the top should pull others up behind them. Yet it’s not uncommon for junior female employees…
Queen Bee Syndrome: The Workplace Dynamic Holding Women Back
When former United States secretary of state Madeleine Albright said, “There is a special place in hell for women who don’t help each other,” that quip captured a widespread expectation that women who reach the top should pull others up behind them. Yet it’s not uncommon for junior female employees…
<span class="overline">Seen at IMTS 2026</span><br>Datanomix and Hexagon Connect Cloud-Based NC Program Management to Shop Floor
(Datanomix: Nashua, NH) -- A programmer finishes a setup, the toolpath is proven, the print is attached, the setup sheet is written, and the NC program is generated. Then the files often move through a network drive, an email, or a USB stick, and nobody can say for certain which revision is running…
Avoiding the 7 Deadly Killers of Projects
Projects go off the rails all the time. Some statistics I’ve seen say only one in eight projects can truly be declared successful. Why are we so horrible at executing projects, especially when we have all these “tried and true” project management methodologies? There are seven deadly killers of…
How to Succeed With Systematic Improvement Work
Establishing a long-term improvement effort is one of the best investments an organization can make. This is because almost all industries and businesses today are in, or facing, a major digital transformation where business models, services, and working methods are rapidly changing. To succeed in…
IDS Expands uEye Live Product Line With IP69K-Rated Model for Demanding Environments
(IDS: Obersulm, Germany) -- Dust, moisture, and high-pressure cleaning place high demands on cameras used for industrial process monitoring.  With the new uEye SFA, IDS Imaging Development Systems GmbH is expanding its uEye Live monitoring range with an especially robust model designed for…
Fixing Manufacturing’s AI Bottleneck Through Specialized Models
Manufacturing in the U.S. is seeing its fastest growth in more than four years, driven in large part by rising demand for AI infrastructure. That expansion is arriving alongside severe supply shortages and higher input costs. Manufacturers look to AI to increase capacity and operate more…
New AI Technique Could Make Minimally Invasive Surgeries Safer and More Precise
(MIT News: Cambridge, MA) -- Researchers have created a new technique that accurately and rapidly matches X-rays captured during surgery with a patient’s preoperative 3D medical scan. This method could make it easier for clinicians to precisely pilot minimally invasive surgical tools, leading to…
Is Overreliance on AI Causing Agency Decay?
When OpenAI introduced ChatGPT on Nov. 30, 2022, it arrived as a research preview: a conversational system that could answer follow-up questions, draft fluent text, and give millions of people their first direct experience of generative AI. The early mood was experimental. People tested it, teased…
NIST Researchers Super-Size Quantum Technology to Help Detect Faint Photons
(NIST: Gaithersburg, MD) -- Our everyday life is flooded with photons, the quantum building blocks of light. For cutting-edge technology, from quantum computing to deep-tissue imaging, detecting every single photon counts. “Photons carry information,” says Kristen Parzuchowski, a postdoctoral…
What FDA Warning Letters Reveal About Records, Spreadsheets, and AI
On March 3, 2026, the U.S. Food and Drug Administration (FDA) issued a warning letter to Tentamus India Private Limited. The inspection it describes started the way most do, with one difference. At the initiation of the inspection, the agency’s investigator observed the firm attempting to remove…
Maintain CMMS Introduces Flat Fee Maintenance Software for Engineering Teams
(Maintain CMMS: London) -- Maintain CMMS is a web-based computerized maintenance management system (CMMS) platform built to help engineering teams replace spreadsheets and paper records with a single, practical system. What the platform covers: • Work orders and technician planning• Sites, assets…
IDS at VISION 2026
(IDS: Obersulm, Germany) -- IDS Imaging Development Systems (IDS) will showcase new camera platforms, technologies, and innovation projects for industrial image processing at VISION 2026, Booth 8C60, Messe Stuttgart, Oct. 6–8, 2026, in Stuttgart, Germany. Under the theme “Trends. Innovations.…
RC14001 Is Evolving. Here’s What That Means for Your Supply Chain.
At first glance, the next version of RC14001, the management standard for the chemical industry, looks like a simplification. In practice, it gives organizations more flexibility but also more responsibility. The revised standard no longer hands organizations a predefined list of stakeholder groups…
A Simple Fix for Better Board Meetings
Board meetings are a total pain. They can also be some of the most powerful get-togethers for your company. The difference lies in how you approach the meeting itself. Before you say, “I never present to the board,” and stop reading, allow me to expand the definition of a board meeting. A board…
OGP Introduces SmartScope E18
(Optical Gaging Products: Rochester, NY) -- Optical Gaging Products (OGP), a leading manufacturer of precision optical and multisensor metrology systems, has introduced SmartScope E18, a high-capacity benchtop video measurement system that delivers fully automatic three-axis measurement performance…

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