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PolyU research finds improving AI large language models helps better align with human brain activity

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HONG KONG, May 27, 2024 /PRNewswire/ — With generative artificial intelligence (GenAI) transforming the social interaction landscape in recent years, large language models (LLMs), which use deep-learning algorithms to train GenAI platforms to process language, have been put in the spotlight. A recent study by The Hong Kong Polytechnic University (PolyU) found that LLMs perform more like the human brain when being trained in more similar ways as humans process language, which has brought important insights to brain studies and the development of AI models.

Current large language models (LLMs) mostly rely on a single type of pretraining – contextual word prediction. This simple learning strategy has achieved surprising success when combined with massive training data and model parameters, as shown by popular LLMs such as ChatGPT. Recent studies also suggest that word prediction in LLMs can serve as a plausible model for how humans process language. However, humans do not simply predict the next word but also integrate high-level information in natural language comprehension. 

A research team led by Prof. Li Ping, Dean of the Faculty of Humanities and Sin Wai Kin Foundation Professor in Humanities and Technology at PolyU, has investigated the next sentence prediction (NSP) task, which simulates one central process of discourse-level comprehension in the human brain to evaluate if a pair of sentences is coherent, into model pretraining and examined the correlation between the model’s data and brain activation. The study has been recently published in the academic journal Sciences Advances.

The research team trained two models, one with NSP enhancement and the other without, both also learned word prediction. Functional magnetic resonance imaging (fMRI) data were collected from people reading connected sentences or disconnected sentences. The research team examined how closely the patterns from each model matched up with the brain patterns from the fMRI brain data.

It was clear that training with NSP provided benefits. The model with NSP matched human brain activity in multiple areas much better than the model trained only on word prediction. Its mechanism also nicely maps onto established neural models of human discourse comprehension. The results gave new insights into how our brains process full discourse such as conversations. For example, parts of the right side of the brain, not just the left, helped understand longer discourse. The model trained with NSP could also better predict how fast someone read – showing that simulating discourse comprehension through NSP helped AI understand humans better.

Recent LLMs, including ChatGPT, have relied on vastly increasing the training data and model size to achieve better performance. Prof. Li Ping said, “There are limitations in just relying on such scaling. Advances should also be aimed at making the models more efficient, relying on less rather than more data. Our findings suggest that diverse learning tasks such as NSP can improve LLMs to be more human-like and potentially closer to human intelligence.”

He added, “More importantly, the findings show how neurocognitive researchers can leverage LLMs to study higher-level language mechanisms of our brain. They also promote interaction and collaboration between researchers in the fields of AI and neurocognition, which will lead to future studies on AI-informed brain studies as well as brain-inspired AI.”

Media Contact
Ms Annie Wong
Senior Manager, Public Affairs
Tel: +852 3400 3853
Email: anniewy.wong@polyu.edu.hk 

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D-Link AQUILA PRO AI M95 Wins Red Dot Design Award 2025

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Redefining the Future of Home Connectivity

TAIPEI, May 15, 2025 /PRNewswire/ — D-Link Corporation (TWSE: 2332), a global leader in networking solutions, proudly announces that its AQUILA PRO AI M95 BE9500 Wi-Fi 7 Smart Mesh Router has been awarded the prestigious Red Dot Award for Product Design 2025. This international recognition highlights D-Link’s commitment to “Made in Taiwan” quality, creative innovation, solution-oriented design, one-stop service, and sustainable development in smart home connectivity while reinforces D-Link’s brand spirit of “One Connection • Infinite Possibilities”.

Taiwan Craftsmanship, Global Trust

Proudly Made in Taiwan, the M95 embodies trusted craftsmanship, rigorous quality control, and the world-renowned manufacturing excellence that defines Taiwan’s tech industry. Built on D-Link’s heritage of engineering expertise and a robust, reliable supply chain, it delivers exceptional performance and long-term value to global consumers.

Engineered for the Next-Gen Smart Home

The M95 Smart Mesh Router harnesses the power of Wi-Fi 7 with tri-band support (2.4GHz / 5GHz / 6GHz) and 320MHz bandwidth, delivering ultra-fast speeds, ultra-low latency, and greater capacity for demanding applications like 8K streaming, VR gaming, and smart home automation. With Multi-Link Operation (MLO) and Mesh Technology, the M95 ensures seamless multi-band transmission and enhanced network reliability. WPA3 encryption and 2.5 Gbps WAN/LAN ports offer advanced security and high-speed wired connectivity for performance-intensive devices.

Design Meets Sustainability

Inspired by the elegance of an eagle in flight, the M95 features a distinctive curved silhouette with four integrated omnidirectional antennas housed in ‘wings’ and a feather-patterned vent design, offering top-tier functionality with refined aesthetics that blend effortlessly into modern homes. Demonstrating a strong commitment to environmental responsibility, the router is crafted by using post-consumer recycled materials and includes an AI Eco Mode to reduce energy consumption. D-Link’s AQUILA PRO AI app offers simple and intuitive control with features such as parental controls, guest Wi-Fi, Health Mode, and complete network management in one place.

“We’re honored to receive the Red Dot Award for the AQUILA PRO AI M95,” said CJ Chang, CEO of D-Link Corporation. “This product reflects our vision to deliver smart, stylish, and sustainable networking solutions that redefine the connected home experience.” With its next-generation Wi-Fi 7 capabilities, intelligent optimization, elegant design, and eco-conscious engineering, the AQUILA PRO AI M95 sets a new benchmark for the future of smart living. As D-Link continues to drive innovation from Taiwan to the world, it remains steadfast in empowering users through technology that’s seamless, sustainable, and built for tomorrow.

About D-Link

D-Link, a renowned global brand and leader in the networking industry, was established in 1987 in Taiwan. With operations in 90 locations across 43 countries, D-Link provides networking solutions for individuals, homes, businesses, and industries, including a comprehensive range of industry-leading network solutions and AI-driven cloud management services. Find out more about D-Link at www.dlink.com

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SSI SCHAEFER Appoints Koen Leekens as New Senior Vice President, Regional Head APAC & MEA

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SINGAPORE, May 15, 2025 /PRNewswire/ — SSI Schaefer strengthens its Asia-Pacific, Middle East and Africa (APAC & MEA) regions with the appointment of Mr Koen Leekens, ex- Schneider Electric’s Industrial Automation Business Unit leader, as its new Senior Vice President and Regional Head.

Mr. Leekens brings to SSI Schaefer over 30 years of global leadership experience and 26 years working in Asia Pacific.  With a strong background in management, business development, finance and operations, Mr. Leekens is passionate about Industry 4.0, digital transformation, and sustainability; he has successfully driven business growth and innovation across Europe, the U.S., India, and Southeast Asia.

Reporting directly to SSI Schaefer Group CEO, Peter Edelmann, Mr. Leekens has overall responsibility for driving the performance for SSI Schaefer in APAC & MEA, including overseeing the region’s strategic direction and operational success.

“As I step into this new chapter with SSI Schaefer, a global leader in intra-logistics solutions, I look forward to contributing to its continued growth and innovation across this dynamic and diverse region,” Mr. Leekens said.

While describing SSI Schaefer as a recognized global leader with deep roots and bold ambition, Mr. Leekens explains, “I’m honored to be joining a company so deeply committed to excellence, sustainability, and shaping the future of logistics.”

Company Profile SSI Schaefer Group 

The SSI Schaefer Group is a leading global solution provider for all areas of intralogistics. With innovative technologies and software, the family-owned company empowers customers to increase the efficiency and sustainability of their storage, picking, and transport processes. From fully automated warehouses, with individual service and maintenance offers, to manual and semi-automated systems, SSI Schaefer offers cost-effective intralogistics solutions from a single source, for small and medium-sized businesses as well as large companies. SSI Schaefer has also become one of the largest vendors of software for internal material flow. The comprehensive software portfolio covers all processes from warehouse management to material flow control and offers all possibilities for sustainable resource management with modern real-time analyses, smart data processing, and optimization algorithms. With SSI Schaefer Plastics, the company is also an expert in sustainable container systems and customized constructive packaging, as well as solutions for waste and recycling management.

SSI Schaefer employs more than 8,800 people at its international headquarters in Neunkirchen (Germany) and in approx. 80 operating companies globally, including seven production facilities on six continents. In fiscal year 2024, the company generated sales of EUR 2.0 billion.

For years, the SSI Schaefer Group has relied on trusted partnerships and strong brands. The Group also includes the robotics specialist RO-BER, the SAP specialist SWAN, the robotics and AGV expert DS AUTOMOTION and the start-up SupplyBrain.

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Lobster unveils its “Data World” – a digital ecosystem powering next-generation data integration

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MUNICH, 15 May 2025 /PRNewswire/ — A new chapter in digital supply chains begins today with the launch of the Lobster Data World – a revolutionary ecosystem that breaks down data silos, supercharges collaboration, and empowers organisations to unlock the full potential of their data. Developed by Lobster, the software company connecting people and data for a better future, this strategic move brings its entire suite of integration capabilities together into one single, seamless offering. The Lobster Data World will serve as the backbone for global supply chains, helping businesses adapt and innovate amid ever-shifting market demands.

“As we navigate unpredictable landscapes, data has become one of the most powerful assets organisations have to mitigate risks and gain a competitive edge,” said Tim Srock, CEO of Lobster. “The Data World isn’t just another product – it’s our vision for a truly connected world. We’re empowering companies to eliminate recurring connectivity issues, anticipate challenges before they arise, and build smarter, more resilient supply chains.”

Data World: Solving real-world data challenges

The Data World directly addresses today’s most critical data integration pain points:

Breaking down data silos: Integrates legacy infrastructure with modern cloud platforms to unlock trapped data.Seamless collaboration: Facilitates secure, real-time information exchange between trading partners through the Data Network.Intelligent insights: AI-driven analytics uncover actionable patterns for smarter decision-making.Accelerated innovation: Empowers teams to rapidly develop data-driven applications.Simplified governance: Ensures secure data access and policy implementation through built-in compliance features.

The four pillars of the Data World

Data Network: Connects shippers, retailers, logistics service providers, carriers, tech vendors in a seamless, zero-touch ecosystem. Hundreds of network participants are already seeing the benefits of automated onboarding, enhanced visibility, and significant cost savings.

Data Ecosystem: The Data Ecosystem sustains our Data Network by bringing together strategic partners, a collaborative community, a dynamic marketplace, and continuous learning through Lobster Academy. This integrated approach accelerates innovation, empowers users, and drives value creation for customers.

Data Products: Out-of-the-box, plug-and-play solutions for critical business processes. With a few clicks, companies can leverage fully managed Data Poducts for purchasing, logistics operations, e-commerce, and even e-invoicing.

Data Platform: A configurable environment with intuitive drag-and-drop interfaces, enabling users – from developers to business teams – to create custom integrations and applications and even build on the functionality of the Data Products.

“Technology is an enabler; people drive transformation,” said Jethro Borsje, Chief Product Officer at Lobster. “That’s why Lobster Data World is designed to be intuitive, scalable, and accessible – putting the power in the hands of every user.”

“The Lobster Data World is more than an evolution — it’s a paradigm shift in connectivity,” added Gonçalo Gaiolas, Chief Product & Technology Officer at SoSafe and Board Member of Lobster. “By unifying people, systems, and processes, Lobster is paving the way for a more adaptive and responsive global supply chain ecosystem.”

Lobster introduced the Data World to over 1,000 attendees at its Data Hero Summit, held on May 14th in Munich, Germany. The event served as a platform for showcasing real-world use cases, partner integrations, and hands-on demos of the new offering in action.

About Lobster
Lobster is a software development company dedicated to connecting people and data for a better future. The Lobster Data World is a global data ecosystem that provides a 360° data view and empowers teams to solve challenges effectively. It eliminates complexity by enabling real-time integration and intelligent automation to break down silos and foster secure collaboration across complex supply chains.

With a presence in DACH, the UK, France, Scandinavia, and the Benelux – serving over 2,000 customers globally – Lobster enables companies to unlock the full potential of their data and stay agile in a rapidly evolving digital world.

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