PCWorld examines the latest Windows Media Player update, comparing its functionality and performance against the classic legacy version that many users still prefer. The updated media player remains inferior to its predecessor, lacking key features and polish that made the original version reliable for audio and video playback. Despite Microsoft's efforts to modernize the application, users may find better value sticking with the older Windows Media Player for their multimedia needs. Windows Insider members have been given access to a new version of Windows Media Player. In taking a closer look at the new version, Windows Latest notes that it offers a number of improvements, not least in terms of stability and the handling of subtitles.

PCWorld reports that Have I Been Pwned added 56 million email addresses and 124 million passwords from infostealer malware targeting Windows PCs. These credentials were stolen directly from infected devices rather than corporate breaches, with users often unaware of the ongoing data theft. Immediate password changes, two-factor authentication, and unique passwords for each service are essential to protect against these prevalent cybercriminal tools. The data breach notification service Have I Been Pwned (HIBP) has added a large number of compromised login credentials to its database. In total, 56.3 million email addresses and 124 million passwords have been added. What makes this dataset notable is its origin. Unlike many previous entries, it does not stem from a single cyberattack on an online service. Instead, HIBP says the information was extracted directly from infected computers and devices.

PCWorld reports that Microsoft is testing Windows 11 search improvements that can recognize and correct spelling mistakes in user queries.

When you purchase through links in our articles, we may earn a small commission. The price, starting at around $3,199, seems high at first but is justified by the unusually robust technology, the long-lasting LiFePO4 battery, the high coverage rate, and the extreme off-road capability. Robotic mowers without boundary wires have long been standard, but the Lymow One Plus takes a radically different approach. Instead of wheels and a compact design, the manufacturer has opted for caterpillar tracks, a front-mounted dual cutting deck, and high engine power. We tested the system on hilly, uneven terrain and checked whether the tank-like appearance is more than just marketing hype.

When you purchase through links in our articles, we may earn a small commission. Try Adobe Acrobat Studio for free today! Communication is a central part of any business or creative endeavour. Whether its sharing information between colleagues or highlighting the advantages of new products and services to customers, getting the messaging right is an essential part of success. Traditionally, this could involve hours of painstaking work, preparing documents and then replicating their data into slides for presentations.

When you purchase through links in our articles, we may earn a small commission. Visual Studio Professional 2026 brings AI-assisted coding, cross-platform development tools, and advanced collaboration features--and it's currently just $49.99. Modern development workflows move fast, and the tools developers use need to keep up . Microsoft Visual Studio Professional 2026 is designed exactly for that kind of environment, combining powerful coding tools, AI assistance, and cross-platform development support into one streamlined IDE. Built as a fully 64-bit IDE, Visual Studio 2026 is capable of handling larger projects and complex workloads more smoothly than earlier versions.

The recent rapid advancement of machine learning has been driven by increasingly powerful models with the growing availability of training data and computational resources. However, real-time decision-making tasks with limited time and sparse learning signals remain challenging. One way of improving the learning speed and performance of these agents is to leverage human guidance. In this work, we introduce GUIDE, a framework for real-time human-guided reinforcement learning by enabling continuous human feedback and grounding such feedback into dense rewards to accelerate policy learning. Additionally, our method features a simulated feedback module that learns and replicates human feedback patterns in an online fashion, effectively reducing the need for human input while allowing continual training.

Machine learning algorithms that help users find new products and services are known as recommender systems. Recommender Systems in machine learning direct you toward the most likely product to purchase each time you shop online. Recommender frameworks are a fundamental component in our advanced world, as clients are frequently wrecked by decisions and need assistance finding what they're searching for. Customers are happier as a result, which naturally results in more sales. Recommender frameworks resemble sales reps who know, in light of your set of experiences and inclinations, what you like. Many of us use recommendation systems without even realizing it because they are now so commonplace.

As AI continues to evolve, chatbots are becoming increasingly sophisticated and human-like in their ability to respond to natural language inputs. One of the most impressive models in this space is OpenAI's chatGPT, which has set new standards for language understanding and generation. But what if you could have your own chatbot that could answer your questions, provide information, and even make jokes, just like chatGPT? With recent advancements in fine-tuning techniques, it is now possible to create your own high-quality chatbot by fine-tuning a pre-trained model. In this article, we'll take a look at how to create your own chatbot using a fine-tuning technique called LoRA (Low Rank Adaptation) and the pre-trained model flan-T5 XXL.

In the fall of last year, I got hooked on AI art. I started with Graiphics software and had a ball playing around with it.