electronics
MediaWorld Accidentally Sold iPads for 15 and Asked for Them Back: "It Was a Clear Mistake"
The incredible offer appeared to loyalty card holders of the European electronics chain on November 8. After 11 days the company began contacting buyers, calling it a clear mistake. Italian electronics retailer MediaWorld has scrambled to fix a world-historic iPad pricing error. On November 8, an offer for loyalty card holders appeared on the website of MediaWorld, a European electronics retailer. No catch, no strings attached.
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- Information Technology > Communications > Mobile (1.00)
- Information Technology > Artificial Intelligence (1.00)
Artificial Intelligence-driven Intelligent Wearable Systems: A full-stack Integration from Material Design to Personalized Interaction
Zhao, Jingyi, Shi, Daqian, Wang, Zhengda, Tang, Xiongfeng, Qin, Yanguo
Intelligent wearable systems are at the forefront of precision medicine and play a crucial role in enhancing human-machine interaction. Traditional devices often encounter limitations due to their dependence on empirical material design and basic signal processing techniques. To overcome these issues, we introduce the concept of Human-Symbiotic Health Intelligence (HSHI), which is a framework that integrates multi-modal sensor networks with edge-cloud collaborative computing and a hybrid approach to data and knowledge modeling. HSHI is designed to adapt dynamically to both inter-individual and intra-individual variability, transitioning health management from passive monitoring to an active collaborative evolution. The framework incorporates AI-driven optimization of materials and micro-structures, provides robust interpretation of multi-modal signals, and utilizes a dual mechanism that merges population-level insights with personalized adaptations. Moreover, the integration of closed-loop optimization through reinforcement learning and digital twins facilitates customized interventions and feedback. In general, HSHI represents a significant shift in healthcare, moving towards a model that emphasizes prevention, adaptability, and a harmonious relationship between technology and health management.
- Health & Medicine > Consumer Health (1.00)
- Energy (1.00)
Bespoke Co-processor for Energy-Efficient Health Monitoring on RISC-V-based Flexible Wearables
Vergos, Theofanis, Vergos, Polykarpos, Tahoori, Mehdi B., Zervakis, Georgios
Flexible electronics offer unique advantages for conformable, lightweight, and disposable healthcare wearables. However, their limited gate count, large feature sizes, and high static power consumption make on-body machine learning classification highly challenging. While existing bendable RISC-V systems provide compact solutions, they lack the energy efficiency required. We present a mechanically flexible RISC-V that integrates a bespoke multiply-accumulate co-processor with fixed coefficients to maximize energy efficiency and minimize latency. Our approach formulates a constrained programming problem to jointly determine co-processor constants and optimally map Multi-Layer Perceptron (MLP) inference operations, enabling compact, model-specific hardware by leveraging the low fabrication and non-recurring engineering costs of flexible technologies. Post-layout results demonstrate near-real-time performance across several healthcare datasets, with our circuits operating within the power budget of existing flexible batteries and occupying only 2.42 mm^2, offering a promising path toward accessible, sustainable, and conformable healthcare wearables. Our microprocessors achieve an average 2.35x speedup and 2.15x lower energy consumption compared to the state of the art.
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- Europe > Germany > Baden-Württemberg > Karlsruhe Region > Karlsruhe (0.04)
- Health & Medicine > Therapeutic Area (0.95)
- Health & Medicine > Consumer Health (0.85)
No-Human in the Loop: Agentic Evaluation at Scale for Recommendation
Zhang, Tao, Yao, Kehui, Ma, Luyi, Chen, Jiao, Maragheh, Reza Yousefi, Zhao, Kai, Xu, Jianpeng, Korpeoglu, Evren, Kumar, Sushant, Achan, Kannan
Evaluating large language models (LLMs) as judges is increasingly critical for building scalable and trustworthy evaluation pipelines. We present ScalingEval, a large-scale benchmarking study that systematically compares 36 LLMs, including GPT, Gemini, Claude, and Llama, across multiple product categories using a consensus-driven evaluation protocol. Our multi-agent framework aggregates pattern audits and issue codes into ground-truth labels via scalable majority voting, enabling reproducible comparison of LLM evaluators without human annotation. Applied to large-scale complementary-item recommendation, the benchmark reports four key findings: (i) Anthropic Claude 3.5 Sonnet achieves the highest decision confidence; (ii) Gemini 1.5 Pro offers the best overall performance across categories; (iii) GPT-4o provides the most favorable latency-accuracy-cost tradeoff; and (iv) GPT-OSS 20B leads among open-source models. Category-level analysis shows strong consensus in structured domains (Electronics, Sports) but persistent disagreement in lifestyle categories (Clothing, Food). These results establish ScalingEval as a reproducible benchmark and evaluation protocol for LLMs as judges, with actionable guidance on scaling, reliability, and model family tradeoffs.
CBP Searched a Record Number of Phones at the US Border Over the Past Year
The total number of US Customs and Border Protection device searches jumped by 17 percent over the 2024 fiscal year, but more invasive forensic searches remain relatively rare. Over the Past year, United States Customs and Border Protection staff searched more phones and electronic devices at the border than ever before, according to new statistics published by the government agency. Phone searches jumped around 17 percent during the past 12 months--with a marked increase over the past six months. Newly published CBP figures show that for the full fiscal year of 2025--running from October 2024 to the end of September 2025--border agents conducted around 55,424 searches of electronic devices. This is up from around the 47,000 searches that were completed during the government's 2024 fiscal year.
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Engineering better care
A capsule that could replace insulin shots. In Giovanni Traverso's lab, the focus is always on making life better for patients. Every Monday, more than a hundred members of Giovanni Traverso's Laboratory for Translational Engineering (L4TE) fill a large classroom at Brigham and Women's Hospital for their weekly lab meeting. With a social hour, food for everyone, and updates across disciplines from mechanical engineering to veterinary science, it's a place where a stem cell biologist might weigh in on a mechanical design, or an electrical engineer might spot a flaw in a drug delivery mechanism. And it's a place where everyone is united by the same goal: engineering new ways to deliver medicines and monitor the body to improve patient care. Traverso's weekly meetings bring together a mix of expertise that lab members say is unusual even in the most collaborative research spaces. But his lab--which includes its own veterinarian and a dedicated in vivo team--isn't built like most.
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- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Health & Medicine > Therapeutic Area > Psychiatry/Psychology (0.68)
- Health & Medicine > Therapeutic Area > Oncology (0.46)
- Health & Medicine > Therapeutic Area > Gastroenterology (0.46)
Why the Louvre heist doesn't surprise museum security experts
It's often more'smash and grab' than'Mission: Impossible.' French police officers stand next to a furniture elevator used by robbers to enter the Louvre Museum, on Quai Francois Mitterrand, in Paris on October 19, 2025. Robbers broke in to the Louvre and fled with jewellery on October 19, 2025 morning, a source close to the case said, adding that its value was still being evaluated. A police source said an unknown number of thieves arrived on a scooter armed with small chainsaws and used a goods lift to reach the room they were targeting. Breakthroughs, discoveries, and DIY tips sent every weekday. A heist at a world famous museum likely evokes images of stealthy cat burglars skulking at night armed with state-of-the-art gadgets, possibly even soundtracked with a cool, jazzy instrumental.
- Information Technology > Security & Privacy (0.84)
- Information Technology > Artificial Intelligence > Robots (0.30)
Tailoring materials into kirigami robots
Babu, Saravana Prashanth Murali, Parvaresh, Aida, Rafsanjani, Ahmad
Kirigami, the traditional paper-cutting craft, holds immense potential for revolutionizing robotics by providing multifunctional, lightweight, and adaptable solutions. Kirigami structures, characterized by their bending-dominated deformation, offer resilience to tensile forces and facilitate shape morphing under small actuation forces. Kirigami components such as actuators, sensors, batteries, controllers, and body structures can be tailored to specific robotic applications by optimizing cut patterns. Actuators based on kirigami principles exhibit complex motions programmable through various energy sources, while kirigami sensors bridge the gap between electrical conductivity and compliance. Kirigami-integrated batteries enable energy storage directly within robot structures, enhancing flexibility and compactness. Kirigami-controlled mechanisms mimic mechanical computations, enabling advanced functionalities such as shape morphing and memory functions. Applications of kirigami-enabled robots include grasping, locomotion, and wearables, showcasing their adaptability to diverse environments and tasks. Despite promising opportunities, challenges remain in the design of cut patterns for a given function and streamlining fabrication techniques.
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- Europe > Denmark > Southern Denmark (0.04)
- Asia (0.04)
- Health & Medicine (1.00)
- Materials > Chemicals (0.69)
- Energy > Energy Storage (0.66)
70 hand-picked Prime Day deals you should shop right now: Tools, electronics, home goods, and more
Amazon Prime Day is live. See the best deals HERE. We're spending the week seeking out the absolute best Prime Day deals across every category to make your shopping experience simpler. We may earn revenue from the products available on this page and participate in affiliate programs. You don't have time to scour through hundreds of thousands of deals during Amazon Prime Big Deal Days.
- Information Technology > Communications > Mobile (0.76)
- Information Technology > Artificial Intelligence (0.49)
Design and Development of a Remotely Wire-Driven Walking Robot
Hattori, Takahiro, Kawaharazuka, Kento, Okada, Kei
Operating in environments too harsh or inaccessible for humans is one of the critical roles expected of robots. However, such environments often pose risks to electronic components as well. To overcome this, various approaches have been developed, including autonomous mobile robots without electronics, hydraulic remotely actuated mobile robots, and long-reach robot arms driven by wires. Among these, electronics-free autonomous robots cannot make complex decisions, while hydraulically actuated mobile robots and wire-driven robot arms are used in harsh environments such as nuclear power plants. Mobile robots offer greater reach and obstacle avoidance than robot arms, and wire mechanisms offer broader environmental applicability than hydraulics. However, wire-driven systems have not been used for remote actuation of mobile robots. In this study, we propose a novel mechanism called Remote Wire Drive that enables remote actuation of mobile robots via wires. This mechanism is a series connection of decoupled joints, a mechanism used in wire-driven robot arms, adapted for power transmission. We experimentally validated its feasibility by actuating a wire-driven quadruped robot, which we also developed in this study, through Remote Wire Drive.