Look Up Back to School Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Mashable Selects Say More Trending Now Good Connection: Uplifting stories for a digital age Creator Playbook Switch Off Mashable Voices Safety Net Versus All Series It now starts at $700 with half the storage as before. Haley Henschel is a Chicago-based Senior Shopping Reporter at Mashable who reviews and finds deals on popular tech, from laptops to gaming consoles and VPNs. She has years of experience covering shopping holidays and can tell you what's actually worth buying on Black Friday and Amazon Prime Day. Her work has also explored the driving forces behind digital trends within the shopping sphere, from dupes to 12-foot skeletons . All products featured here are independently selected by our editors and writers.

Mashable Selects Look Up Trending Now Good Connection: Uplifting stories for a digital age Creator Playbook Say More Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Switch Off Mashable Voices Safety Net Versus Gift Ideas For Everyone On Your List All Series Dell's new 14S laptop is another colorful competitor to the MacBook Neo Dell is giving one of its better mid-range laptops a new look -- and a new target. Soumya is a deals writer who covers consumer tech, shopping deals, and the products people use every day. With experience writing about everything from AI tools and software to smartphones and home gadgets, she enjoys breaking down product research into clear, useful recommendations. When she's not tracking deals, she's usually comparing products, digging through reviews, and figuring out what actually makes a purchase worth it. All products featured here are independently selected by our editors and writers.

When you purchase through links in our articles, we may earn a small commission. Alienware's new 4K OLED is for gaming, but the text is the real story Alienware's new RGB-stripe OLED monitor promises cleaner text without giving up the 4K resolution, 165Hz speed, and deep blacks gamers want. Dell took the wraps off yet another glorious-looking QD-OLED gaming monitor at IFA Berlin today -- a 32-inch 4K beast that seems to tick every box a gamer could ask for. But I'm more intrigued by the Alienware 32 4K OLED Gaming Monitor (AW3226Q) for what it can do when you're knee-deep in work, not play. OLED has offered superior contrast, speed, and vibrancy for gamers for years now, but earlier generations suffered from an irksome drawback: Static, fine-line objects like text can look "fringed" and grainy because of limitations of the subpixel layout.

When you purchase through links in our articles, we may earn a small commission. Dell's new 14S laptop has the screen I want and the RAM I don't Dell's new 14S laptop comes in gorgeous colors and packs a 1800p display. Today at IFA, Dell announced the new 14S, a 14-inch laptop that comes in four colors, including a pretty unusual Velvet Green. The higher-end display option is also surprisingly impressive. I'm a little less enthusiastic about the RAM, though, which is onboard and can't be upgraded later.

When you purchase through links in our articles, we may earn a small commission. Alienware's 39-inch monster just made 5K2K OLED gaming way less expensive With a big, high-resolution panel, extras like USB-C video, and the latest OLED tech, the new AW3926QW is delivering a ton of features for far less than other 5K2K OLEDs. "5K2K" is a very nerdy kind of term that's getting a lot of popularity right now. It's a semi-standard resolution for a monitor, 5120 2160 -- essentially the same kind of ultrawide stretch you get for a 27-to-34-inch monitor design, but blown up to 4K. Alienware's newest OLED gaming monitor pulls this off, with an oversized 39-inch panel.

Dell is shifting focus away from AI PCs after discovering consumers show little interest in purchasing computers solely for AI capabilities, according to PCWorld. The company plans to re-emphasize consumer and gaming segments while bringing back its popular XPS line, though Copilot+ PCs will remain available. PC prices may increase by 20% due to RAM shortages, creating additional market challenges as manufacturers adjust their AI-focused strategies. Last week at CES 2026, AI-capable Copilot+ PCs were all over the convention show floor, with many PC makers promoting their so-called "AI PCs" with NPUs and other cutting-edge features. AI PCs have been hyped since 2024 as the next evolution of home computing, but it appears consumers aren't buying into the new technology.

Topic modeling in Italian legal research is hindered by the lack of public datasets, limiting the analysis of legal themes in Supreme Court judgments. To address this, we developed a document processing pipeline that produces an anonymized dataset optimized for topic modeling. The pipeline integrates document layout analysis (YOLOv8x), optical character recognition, and text anonymization. The DLA module achieved a mAP@50 of 0.964 and a mAP@50-95 of 0.800. The OCR detector reached a mAP@50-95 of 0.9022, and the text recognizer (TrOCR) obtained a character error rate of 0.0047 and a word error rate of 0.0248. Compared to OCR-only methods, our dataset improved topic modeling with a diversity score of 0.6198 and a coherence score of 0.6638. We applied BERTopic to extract topics and used large language models to generate labels and summaries. Outputs were evaluated against domain expert interpretations. Claude Sonnet 3.7 achieved a BERTScore F1 of 0.8119 for labeling and 0.9130 for summarization.

Misinformation spans various domains, but detection methods trained on specific domains often perform poorly when applied to others. With the rapid development of Large Language Models (LLMs), researchers have begun to utilize LLMs for cross-domain misinformation detection. However, existing LLM-based methods often fail to adequately analyze news in the target domain, limiting their detection capabilities. More importantly, these methods typically rely on manually designed decision rules, which are limited by domain knowledge and expert experience, thus limiting the generalizability of decision rules to different domains. To address these issues, we propose a MultiAgent Framework for cross-domain misinformation detection with Automated Decision Rule Optimization (MARO). Under this framework, we first employs multiple expert agents to analyze target-domain news. Subsequently, we introduce a question-reflection mechanism that guides expert agents to facilitate higherquality analysis. Furthermore, we propose a decision rule optimization approach based on carefully-designed cross-domain validation tasks to iteratively enhance the effectiveness of decision rules in different domains. Experimental results and in-depth analysis on commonlyused datasets demonstrate that MARO achieves significant improvements over existing methods.

DeepSeek's cut-price challenge to US AI dominance, which wiped 600bn in Nvidia's market value on Monday and caused the tech-weighted Nasdaq index to drop 3%, also took a bite out of the fortunes of some of the world's wealthiest men. Nvidia's record stock plunge, judged to be the biggest market value drop in US stock market history, according to Bloomberg, took with it 20.7bn of its CEO and biggest individual shareholder, Jensen Huang. The share-price drop left Huang, the company co-founder, with a net worth of 103.7bn late on Monday, down from 124.4bn. According to Forbes' real-time billionaires ranking, that pushes the 61-year-old tech tycoon from 10th to 17th place in global wealth rankings, behind Zara fashion mogul Amancio Ortega; Walmart heirs Rob, Jim and Alice Walton; Microsoft cofounder Bill Gates; Dell CEO Michael Dell; and former New York mayor Michael Bloomberg. Exceeding Huang's paper losses from Monday's trading is cat rancher and Oracle chair Larry Ellison, who recorded a 27.6bn loss after shares in Oracle stock dropped 14%, knocking him down from third wealthiest man to fifth, behind Meta CEO Mark Zuckerberg and LVMH luxury tycoon Bernard Arnault.

CES 2025 is here, and that means a whole fleet of new gadgets has been introduced to the world. As we do annually, the Engadget team has battled jet lag, sleep deprivation and the static shocks of those horrible casino carpets to bring you all of the most pressing news coming out of the show this year. You can follow along with our CES liveblog here, but if you don't want to keep a browser tab locked on the site, here's a handy recap for you. Below may not be everything we covered, but it's a rundown of the biggest, most important and generally interesting news coming out of the first day of the show. There was a strong showing from the biggest names in the PC space, with Intel showing off its latest crop of Arrow Lake chips.