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Quantum AI Synergy: Unlocking Next-Gen Machine Learning

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Quantum computing

By Dr. Muhammad Khan, Founder & CEO, Staque

The convergence of quantum computing and artificial intelligence is setting the stage for unprecedented transformations, equipping industries with the capability to address complex, large-scale problems previously beyond reach. Quantum computing, with its capacity to perform intricate computations at unprecedented speeds, is enhancing machine learning’s potential to process and interpret massive datasets and optimize complex models. This powerful synergy has implications across various sectors, from healthcare and finance to logistics, promising a new era of decision-making and innovation.

Quantum Computing as a Catalyst for Machine Learning Advancements

Quantum computing harnesses quantum mechanics to process information in ways that traditional computers cannot. Unlike classical bits, quantum bits (or qubits) can exist in multiple states simultaneously, enabling quantum systems to handle vast amounts of information in parallel. This capability is especially transformative for machine learning, where optimizing algorithms and managing large datasets are crucial. Quantum technology allows for deeper and more efficient analysis of complex data, making it possible to solve intricate challenges with precision and speed.

In particular, quantum computing offers revolutionary improvements in feature selection, a fundamental process in machine learning that identifies the most relevant variables in a dataset to build accurate and efficient models. For traditional computing methods, selecting features within high-dimensional data often becomes computationally expensive and risks model overfitting. However, quantum algorithms like quantum annealing and the Quantum Approximate Optimization Algorithm (QAOA) are adept at solving combinatorial optimization problems, enabling them to evaluate numerous feature combinations simultaneously and identify optimal subsets more effectively. With quantum-augmented feature selection, the development of robust, scalable machine learning models is accelerated, reducing computational costs and enhancing model accuracy.

Enabling Breakthroughs in Healthcare and Material Science

Sectors like drug discovery and material synthesis stand to benefit immensely from the accelerated data processing capabilities quantum computing offers. In drug development, for example, quantum systems simulate molecular structures and predict interactions with unparalleled accuracy, providing insights essential for designing effective, targeted medications. Quantum algorithms further enhance these capabilities by identifying optimal reaction pathways, streamlining the development process, and cutting down on experimental costs in both drug discovery and materials science.

These advancements extend to other applied sciences, allowing researchers to predict molecular behaviors and optimize chemical reactions in ways previously impossible. As quantum computing becomes more accessible, industries across healthcare and production are better equipped to develop safe and sustainable products faster and more efficiently than before. This level of precision could redefine research and development standards across industries, driving forward innovation at an accelerated pace.

Quantum-Enhanced Neural Networks and Their Potential

The impact of quantum computing extends to the neural networks underpinning many machine learning applications. Restricted Boltzmann Machines (RBMs), which are commonly used in generative models and for dimensionality reduction, are already integral to large-scale models that power everything from language processing to autonomous decision-making. When quantum computing is incorporated, as seen in Quantum Restricted Boltzmann Machines (QRBMs), the training process becomes more efficient and the neural networks’ ability to recognize complex patterns is amplified.

Through a process known as quantum parallelism, QRBMs are able to explore multiple states simultaneously, achieving faster convergence and higher efficiency in training. This improvement significantly enhances machine learning’s performance in areas like image recognition, language interpretation, and sophisticated decision-making. As a result, QRBMs not only streamline traditional neural networks but also create new opportunities for applications requiring high-level pattern recognition and data processing. With QRBMs, quantum technology continues to push the limits of what advanced machine learning systems can achieve.

The Emergence of Que: A Benchmark in Quantum-Driven Applications

Staque’s development of Que exemplifies how integrating quantum power with machine learning techniques can set new standards in innovation. By employing quantum-enhanced feature selection, the platform optimizes data models for better accuracy and efficiency, demonstrating how quantum algorithms can refine the processes central to intelligent systems. Additionally, Que’s incorporation of QRBMs boosts decision-making capabilities, a feature especially valuable in fields like healthcare and finance, where precision is paramount.

Que is designed with adaptability in mind, tailored to support applications across diverse sectors. In healthcare, it can aid clinicians by analyzing vast datasets to provide diagnostic insights and treatment recommendations with exceptional accuracy. In finance, it enables enhanced predictive modeling for market analysis, risk assessment, and portfolio optimization, processing complex financial data at quantum-level speed and precision. And in logistics, the platform improves supply chain management, streamlining routing, inventory control, and demand forecasting. These applications showcase the versatility of Que and its potential to influence efficiency and productivity across a range of industries.

Positioning the Middle East as a Quantum-Driven Innovation Hub

As quantum-powered solutions advance, regions investing in these technologies are positioning themselves as leaders in global innovation. Staque’s initiatives, including Que, aim to establish the Middle East as a burgeoning center for quantum technology and data-driven applications. Building local expertise and infrastructure helps foster an environment conducive to the adoption of these advanced technologies, putting the Middle East at the forefront of the global shift toward quantum-augmented machine learning.

The integration of quantum systems with intelligent processing frameworks signifies a paradigm shift, offering solutions that promise unprecedented precision and efficiency. The fusion of quantum mechanics with machine learning presents possibilities that redefine current limitations, potentially transforming the way industries address and solve intricate challenges. By leading in the quantum-machine learning domain, regions like the Middle East are not only shaping their future but also contributing to a global landscape that increasingly values technological advancement and complex problem-solving.

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Beyond the Helpdesk: How HP’s Workforce Experience Platform Makes IT Strategic Again

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A front-angle shot an HP Dual-Monitor PC Setup

In today’s digital-first workplaces, CIOs are being asked to do more than just keep systems running. They’re expected to drive business outcomes by boosting productivity, managing costs, and improving the employee experience. But with hybrid environments, fragmented fleets, and rising expectations, most IT teams remain stuck in reactive mode.

HP’s Workforce Experience Platform (WXP) is built to change that.

WXP is an AI-powered digital employee experience platform that gives IT complete visibility and control across their entire endpoint environment. That includes PCs, printers, collaboration tools, and third-party devices. It helps IT teams move from fixing problems to anticipating them, delivering the kind of insight needed to improve performance and satisfaction at scale.

A Single Platform with Real-Time Insight

WXP brings together telemetry from millions of devices and surfaces critical issues before they disrupt users. Instead of relying on multiple tools or waiting for support tickets to flag problems, IT teams can intervene early and deliver smoother experiences across the board. The platform integrates into existing environments and supports the growing demands of hybrid work, all from a single pane of glass. Now available to organisations across the UAE and Saudi Arabia, WXP empowers regional IT leaders to bring this transformation to life – shifting IT from reactive support to strategic enabler.

Better Experiences Start with Proactive IT

Friction from lagging devices, slow logins, or recurring technical glitches can eat into employee productivity. HP’s research shows that these small disruptions, left unaddressed, can add up to a significant loss in time and focus.

WXP helps reduce those roadblocks. With built-in analytics and automation, it enables IT to fix issues faster or even prevent them altogether. Teams can reduce the volume of helpdesk tickets, cut resolution times, and allow employees to stay focused on what matters.

Listening to Employees, Not Just Systems

WXP doesn’t just measure device performance. It listens to employee feedback through AI-powered sentiment analysis. It helps IT understand how people feel about the tools they use, surfacing themes like recurring frustration or satisfaction trends across teams and regions. With built-in survey tools and dashboards, IT can respond to real needs in real time.

Smarter Investments, Sustainable Outcomes

Instead of replacing hardware on fixed timelines, WXP supports usage- and persona-based refresh strategies. This approach helps IT teams make smarter purchasing decisions, extend device life, and cut unnecessary spending. It also supports more sustainable IT practices by reducing e-waste and energy use, aligning with broader business goals around environmental responsibility.

Enabling Digital Equity

One of WXP’s core strengths is its ability to deliver consistent experiences to every employee, regardless of location or device. That supports greater digital equity, ensuring remote and on-site employees have access to the same high-quality tools and support. In a time when workforces are more dispersed than ever, that consistency is essential for engagement and retention.

Helping IT Lead the Way

The future of hybrid work demands more from IT – more visibility, more control, and more impact. WXP delivers on all three. It gives IT teams the tools they need to act strategically, not just reactively. With WXP, CIOs can elevate IT from a support function to a core driver of productivity and innovation.

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Samsung Galaxy Watch8 Series: Ultra Comfort, from Sleep to Workout

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an advertising shot of Galaxy Watch8 Series

Samsung Electronics Co., Ltd. has introduced the Galaxy Watch8 and Galaxy Watch8 Classic, establishing an iconic design identity across the entire Galaxy Watch lineup. Building on the Galaxy Watch Ultra’s cushion design, this new series features the thinnest, most comfortable Galaxy Watch ever for continuous health tracking. The Galaxy Watch8 series caters to diverse lifestyles and introduces advanced capabilities, setting a new benchmark for style and personalized health experiences.

“We are committed to empowering billions of people to live healthier lives through our innovative technology,” said TM Roh, President and Acting Head of the Device eXperience (DX) Division at Samsung Electronics. “By combining purposeful design with advanced sensor technology and an intuitive AI-powered experience, the Galaxy Watch8 series serves as a starting point for a healthier, more connected life, making it easier than ever to take meaningful steps toward users’ well-being.”

Redesigned Inside and Out for Ultimate Wellness

Reimagined in both form and function, the Galaxy Watch8 series delivers unmatched comfort alongside industry-leading performance, making it the ultimate companion for everyday wellness. The distinctive cushion design, introduced with the Galaxy Watch Ultra, now defines the entire lineup. The internal structure of Galaxy Watch8 has been completely reengineered with a 30% improvement in component mounting capability, resulting in an 11% thinner design. Combined with the Dynamic Lug system, the watch moves naturally with the wrist for improved comfort, stability and health-tracking accuracy.

Despite its sleek profile, Galaxy Watch8 offers powerful performance. Outdoors in bright sunlight, the display is 50% brighter with a peak brightness of 3,000 nits for better visibility. Enhanced battery performance ensures it can keep pace with an active lifestyle. Dual-frequency GPS offers more detailed and precise location tracking, and a new 3nm processor delivers faster speeds and greater power efficiency. The upgraded BioActive Sensor allows deeper and more accurate health insights, offering users a holistic view of their well-being.

an advertising shot of Galaxy Watch8 Series

Motivation for Lasting Health Changes

Samsung continues to elevate sleep experiences by offering personalized coaching, optimizing sleep environments, and detecting moderate to severe signs of sleep apnea. The Galaxy Watch8 series introduces unique health features through the Samsung Health app to encourage healthy habits with instant, motivational insights across sleep, nutrition, and workouts.

Bedtime Guidance uses circadian rhythm measurements to suggest optimal sleep times for more refreshed mornings. Vascular Load tracks stress on the vascular system during sleep and provides insights across sleep, stress and activity metrics to support a well-rounded health approach.

In a first for smartwatches, Galaxy Watch8 introduces the Antioxidant Index. It allows users to measure carotenoid levels in just five seconds and empowers better lifestyle decisions for healthy aging.

Whether you’re a new or seasoned runner, the Galaxy Watch8’s Running Coach feature assesses your fitness level from 1 to 10 and develops personalized training plans with real-time guidance and motivation. The updated Together feature now supports running, allowing users to gamify their fitness journey by challenging friends and family.

To help manage stress, High Stress Alert notifies users of sustained stress levels, prompting timely breaks. The Mindfulness Tracker lets users log their mood and access guided breathing exercises, all directly from their wrist.

The AI-powered Energy Score provides a snapshot of both physical and mental energy levels, helping users better manage their day.

Easier Watch Interaction with Wear OS and Gemini

Developed in close collaboration with Google, the Galaxy Watch8 series is the first smartwatch to launch with Gemini, Google’s AI assistant, and is powered by Wear OS 6. Users can interact with Galaxy Watch apps like Samsung Health, Calendar, Reminder, and Clock through natural voice commands. For instance, you can ask Gemini to find a nearby café and text a friend to meet you there, or start a 30-minute workout simply by saying, “Start a 30-minute run.”

With the new One UI 8 Watch, the user interface is optimized for the size and shape of the watch face. Multi-Info Tiles offer quick access to health stats, weather, events and more at a glance. The Now Bar and depthless notifications place key activities front and center.

Tailored to Match Every Lifestyle

Galaxy Watch8, Galaxy Watch8 Classic and the new Galaxy Watch Ultra are available for pre-order in select markets now, with general availability beginning July 25.

The Galaxy Watch8 features a minimalist, everyday wellness-focused design. Available in 44mm and 40mm sizes and in Graphite or Silver, it combines comfort and style. The Galaxy Watch8 Classic offers a more traditional aesthetic with modern features like a rotating bezel and a quick-access button, and comes in 46mm sizes in Black or White. Both models support a wide range of stylish bands to suit different lifestyles.

For outdoor enthusiasts, the Galaxy Watch Ultra is Samsung’s most advanced and durable model yet. It is available in four titanium finishes, including the new Titanium Blue. It boasts the longest battery life and most rugged performance in the lineup.

For those seeking a discreet wearable with continuous health tracking, the Galaxy Ring offers superior comfort and up to seven days of battery life. It is available in Titanium Black, Titanium Silver, and Titanium Gold, and in sizes 5 through 15.

Galaxy Watch8 Series Specifications

 Galaxy Watch8Galaxy Watch8 Classic
Color– 44mm: Graphite, Silver – 40mm: Graphite, Silver46mm: Black, White
Dimension
& Weight
– 44mm: 43.7mm x 46mm x 8.6t (34.0g) – 40mm: 40.4mm x 42.7mm x 8.6t (30.0g)46mm: 46.4mm x 46mm x 10.6t (63.5g)
DisplaySapphire Crystal – 44mm: 1.47-inch (480×480) Super AMOLED, Full Color Always On Display – 40mm: 1.34-inch (438×438) Super AMOLED, Full Color Always On DisplaySapphire Crystal – 46mm: 1.34-inch (438×438) Super AMOLED, Full Color Always On Display
ProcessorExynos W1000 (5 Core, 3nm) 
Memory
& Storage
2GB memory + 32GB storage2GB memory + 64GB storage
Battery (typical)– 44mm: 435mAh – 40mm: 325mAh445mAh
ChargingFast Charging (WPC-based wireless charging)
OSWear OS Powered by Samsung (Wear OS 6)
UIOne UI 8 Watch 
SensorSamsung BioActive Sensor (Optical Bio-signal Sensor + Electrical Heart Signal + Bioelectrical Impedance Analysis), Temperature Sensor, Accelerometer, Barometer, Gyro Sensor, Geomagnetic Sensor, Light SensorSamsung BioActive Sensor (Optical Bio-signal Sensor + Electrical Heart Signal + Bioelectrical Impedance Analysis), Temperature Sensor, Accelerometer, Barometer, Gyro Sensor, Geomagnetic Sensor, Light Sensor, 3D Hall sensor
ConnectivityLTE, Bluetooth 5.3, Wi-Fi 2.4+5GHz, NFC, L1+L5 Dual-Frequency GPS (GPS, Glonass, Beidou, Galileo)
Durability5ATM + IP68 / MIL-STD-810H
CompatibilityAndroid 12.0 or higher and with more than 1.5GB of memory
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PNY Restructures Middle East and Africa Operations to Support Growth of its Consumer and Professional Solutions

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PNY Technologies today announced a strategic restructuring of its operations in the Middle East and Africa (MEA) region to support continued growth across its consumer and professional product lines.

As part of this transformation, PNY is creating two dedicated business divisions:

Head of Sales Professional Solutions – MEA, PNY Technologies Europe & MEA
a portrait of Talus Arukalil
Talus Arukalil, Regional Manager – MEA & India, PNY Technologies Middle East FZE
  • * The Channel Division, led by Talus Arukalil, will focus on strengthening distribution channels for NVIDIA graphics products (NVIDIA GeForce and NVIDIA RTX Pro) and retail storage solutions, including SSDs, DRAM, flash cards, and USB drives.
  • * The Compute Division, managed by Muhannad Hammad, will drive business development around AI infrastructure and professional services, aligning with the increasing demand for advanced NVIDIA-powered computing solutions across the region.

This reorganization follows the recent opening of a new regional office in Saudi Arabia, reinforcing PNY’s long-term commitment to the Middle East and Africa.

To further enhance regional coverage and ensure the best local support for its customers, PNY had recently assigned dedicated Key Account Managers to specific areas:

  • Gader Muhsen for North Africa,
  • Saqer Alanazi for Saudi Arabia,
  • Kagiso Diteko for East and Southern Africa

PNY is also pleased to welcome Ahmed Gamal as Business Development Manager – AI Solutions, based in Dubai, UAE. His appointment reflects PNY’s dedication to delivering tailored AI solutions and supporting strategic partners across the region.

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