Cloud sovereignty is now fashionable. But most such offerings are anything but.

Black Friday is just around the corner, but savvy shoppers can already find great deals on AirPods. With discounts starting early, this is the perfect opportunity to grab a pair before the rush. These early sales not only help you save money but also ensure you get the model you want without the last-minute stress. Don't miss out on these fantastic offers!

Causal graph neural networks are emerging as a promising solution to the challenges faced by healthcare AI systems. These networks aim to improve performance across institutions by focusing on causal mechanisms rather than just statistical associations, addressing issues like distribution shifts and discrimination in historical data.

Recent research highlights the effectiveness of activation steering methods in large language models, showcasing their ability to enhance generated language with minimal adaptation data. The study delves into the interpretability of features discovered through these methods, identifying specific neurons linked to concepts like 'cat', which could revolutionize our understanding of language processing.

In Malaysia, Micro, Small, and Medium Enterprises (MSMEs) make up a staggering 96.1% of all businesses, yet they often struggle to access financing. This study explores how bank transaction data can serve as a valuable alternative to traditional credit bureau data, potentially improving financial inclusion for these businesses.

A new approach to data valuation has emerged, utilizing geometric methods based on statistical leverage scores. This innovative technique offers a more scalable alternative to the traditional Shapley data valuation, which can be computationally intensive. By quantifying the importance of individual datapoints, this method aims to enhance dataset curation and pricing.

Predicting the future movements of pedestrians is crucial for autonomous systems, but it poses challenges due to varying environments. Typically, this involves gathering specific data and fine-tuning models, which can be impractical for edge devices. This article discusses approaches to improve adaptability in trajectory prediction.

The paper introduces Spherical Knowledge Graph Embedding (SKGE), a new approach to knowledge graph embedding that overcomes limitations of traditional models like TransE. By constraining entity representations, SKGE aims to improve the efficiency of training and better model complex relationships in multi-relational data.

In the healthcare sector, obtaining realistic test data has always been a challenge due to privacy and compliance issues. To address this, I developed Syda, a project aimed at generating meaningful test data that reflects real-world relationships, making it easier to test pipelines and dashboards effectively.

The Databricks Free Edition Hackathon is an exciting opportunity for developers and students to showcase their creativity in data and AI. By providing free access to powerful tools, Databricks is fostering innovation and collaboration worldwide. This initiative not only empowers participants to explore new ideas but also highlights the potential of data-driven solutions in various industries, making it a significant event for the tech community.

Walmart has kicked off the holiday shopping season by unveiling its early Black Friday deals for 2025, showcasing a variety of discounts on popular items like TVs and headphones. This is significant as it gives shoppers a head start on their holiday shopping, allowing them to snag great deals before the rush. With more than 20 sales already live, customers can expect to find substantial savings, making it an exciting time for bargain hunters.

In our latest lab tests, we evaluated eight leading portable power stations from brands like Jackery, Anker, and Bluetti to determine which models stand out in efficiency. This matters because as more people rely on portable power for outdoor activities and emergencies, knowing which products perform best can help consumers make informed choices.

The ongoing federal government shutdown has left hundreds of civilian employees at U.S. Customs and Border Protection (CBP) either unpaid or furloughed for over a month. This situation not only affects the livelihoods of these workers but also raises concerns about the operational capacity of CBP during a critical time. The implications of such a shutdown extend beyond just the employees, impacting border security and immigration processes, which are vital to national interests.

The Philippines is grappling with the aftermath of Typhoon Kalmaegi, which has tragically claimed at least 40 lives and displaced hundreds of thousands. As the nation begins to recover from this devastation, a new tropical system is on the horizon, raising concerns about further challenges ahead. This situation is critical as it highlights the vulnerability of the region to severe weather events and the urgent need for disaster preparedness.

Two former Meta employees have launched a new startup called Sandbar, introducing a unique ring designed for taking voice notes and controlling music. This innovation is part of a growing trend in voice-based hardware aimed at enhancing companionship and productivity. As technology continues to evolve, products like Sandbar's ring could significantly change how we interact with devices, making everyday tasks more seamless and intuitive.