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Data Collection for Training Quality-Control AI in Carpet Manufacturing
arXiv:2606.01023v2 Announce Type: replace Abstract: Visual inspection remains the dominant quality-control practice in woven and tufted carpet production, yet it is slow, subjective, and inconsistent at the line speeds and widths of modern looms. We present a design proposal for an in-line machine-vision system whose primary purpose is twofold: to inspect the carpet web in real time and, equally importantly, to systematically collect and label images of defect patterns so that increasingly...
Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious LLM Delegation
arXiv:2606.04067v1 Announce Type: new Abstract: As LLMs become increasingly woven into everyday workflows, user queries sent to cloud hosted LLMs routinely mix task-essential content with task non-essential sensitive disclosures, yet type based PII redaction is context agnostic and may raise two issues: over disclosing untyped sensitive context and over removing answer bearing spans. We recast privacy preserving query rewriting under Contextual Integrity: a span should be forwarded only if...
Lady Phyll: ‘Pride can’t just be a party when we’re still fighting to survive’
Lady Phyll: ‘Pride can’t just be a party when we’re still fighting to survive’ The founder of UK Black Pride, which celebrated its 20th anniversary in August, spoke to Emma Henderson about still being asked why there's a need for it, the importance of intersectionality and why you can't take politics out of Pride - Bookmark For Phyll Opoku-Gyimah, better known as Lady Phyll, advocacy feels less like a choice and more like something woven into who she is: “Activism really found me, when I...
Toyota chairman's son to take new role at automaker in August
Toyota chairman's son to take new role at automaker in August TOKYO, June 1 : Toyota Motor subsidiary, Woven by Toyota, said on Monday that Senior Vice President Daisuke Toyoda, the son of Toyota Chairman Akio Toyoda, will move to a new role at the automaker effective August 1. Toyoda will return as a project manager to a division close to the "genba" (front line) of vehicle development, a spokesperson said, declining to specify the department or models involved.
Cape Verde dreams of World Cup soccer glory, fears U.S. immigration dragnet
Migration is woven into the story of the small African nation of Cape Verde and its national soccer team, raising concern about who can attend the tournament.
B&M £10 item 'adds height and dimension' to gardens similar to £35 John Lewis product
B&M £10 item 'adds height and dimension' to gardens similar to £35 John Lewis product B&M has launched a Natural Plant Stand for £10 that looks strikingly similar to one available at John Lewis Shoppers wanting to "add height and dimension" to their gardens could do exactly that with the latest offer at B&M. The discount retailer, which stocks an expanding range of homeware and furniture bargains, is continuing to build its garden collection. Describing the Natural Plant Stand, the B&M...
Why texture is the new statement in real estate interior design
What makes a home luxurious? Is it the money spent on its interiors? Or is it the taste and vision of its owner?
Keeping the lights on: How India manages its power demand
On May 21, India's power grid hit a number it had never seen before. Demand crossed 270 gigawatts, peaking at 270.73 GW. To put that in context, the entire installed power capacity of the United Kingdom is roughly 80 GW.
Shrek, Captain Cook and the stars: Welcome to Brian Robinson's multiverse
Artist Brian Robinson explores everyday magic in Multiverse at Newcastle Art Gallery Mon 8 Jun 2026 at 4:30am Every night as he walks across the yard to his studio in Cairns, Torres Strait Islander artist Brian Robinson looks up at the star-filled sky. "All life, for me, starts off gazing at the cosmos," Robinson tells ABC Arts. This deep interest in cosmology forms the foundation of much of Robinson's art, currently the subject of a major survey at Newcastle Art Gallery.
How Garry Trudeau’s Doonesbury cartoons captured America: ‘One of our nation’s greatest journalists’
A new book examines the career of artist and journalist Garry Trudeau, focusing on how his *Doonesbury* cartoons chronicled the ups and downs of America. Unlike many comic strips featuring unchanging characters, Trudeau's work depicts characters who age, evolve, and experience life's full spectrum. The book suggests that Trudeau's long-running narrative is comparable in scope to the works of Charles Dickens.