Tools

  • Asus Unveils ProArt PX13 and PZ14 at CES 2026


    Asus is introducing the ProArt PX13 convertible laptop and ProArt PZ14 detachable tablet at CES 2026. The PX13 is available in a standard model and a GoPro Edition, both featuring a 13.3-inch OLED display, dial pad control, and AMD's “Strix Halo” Ryzen AI Max APU options. The GoPro Edition stands out with its action camera-inspired design, including vertical lines, blue accents, and a hard-shell sleeve for gear, along with a GoPro Cloud Plus subscription. Meanwhile, the ProArt PZ14 tablet offers a 14-inch OLED display with a Snapdragon X2 Elite processor, a Bluetooth-compatible keyboard, and a stylus, targeting creators with its portable design and robust features. These devices are set to release in 2026, with pricing details yet to be announced. This matters as it highlights Asus's innovative approach to blending technology with design, catering to creators and tech enthusiasts.

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  • Asus Zenbook Duo Upgraded with Intel’s Panther Lake Chip


    Asus’ Zenbook Duo dual-screen laptop gets Intel’s new chip and a more seamless hingeThe Asus Zenbook Duo is receiving significant upgrades, including Intel's new Panther Lake chip, a redesigned hinge, and a larger 99Wh battery, set to launch in Q1 2026. The dual-screen laptop now features a Ceraluminum finish for a textured feel and a hinge that offers a more seamless dual-screen experience by minimizing the gap between its two 14-inch OLED displays. Additionally, the laptop has a slightly smaller footprint and utilizes magnetic pogo pins for attaching the keyboard and trackpad, enhancing its sleek design. These improvements promise to significantly enhance the functionality and aesthetic appeal of the Zenbook Duo, making it a compelling choice for tech enthusiasts.

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  • NVIDIA’s BlueField-4 Boosts AI Inference Storage


    Introducing NVIDIA BlueField-4-Powered Inference Context Memory Storage Platform for the Next Frontier of AIAI-native organizations are increasingly challenged by the scaling demands of agentic AI workflows, which require vast context windows and models with trillions of parameters. These demands necessitate efficient Key-Value (KV) cache storage to avoid the costly recomputation of context, which traditional memory hierarchies struggle to support. NVIDIA's Rubin platform, powered by the BlueField-4 processor, introduces an Inference Context Memory Storage (ICMS) platform that optimizes KV cache storage by bridging the gap between high-speed GPU memory and scalable shared storage. This platform enhances performance and power efficiency, allowing AI systems to handle larger context windows and improve throughput, ultimately reducing costs and maximizing the utility of AI infrastructure. This matters because it addresses the critical need for scalable and efficient AI infrastructure as AI models become more complex and resource-intensive.

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  • Asus Zenbook A16: Lightweight 16-inch Laptop Unveiled


    This 16-inch laptop is so light I can easily lift it with three fingersThe Asus Zenbook A16, debuting at CES 2026, is a larger counterpart to the Zenbook A14, featuring a 16-inch OLED display with a resolution of 2880 x 1800 and a 120Hz refresh rate, compared to the A14's 1920 x 1200 and 60Hz. Both models are powered by Qualcomm Snapdragon X2 Elite processors and include two USB 4 ports, a USB-A port, and 70Whr batteries, while sporting a lightweight design with Asus’ Ceraluminum coating. The A16 distinguishes itself with a built-in SD card slot and a peak brightness of 1,100 nits, making it an attractive option for photographers. Set to launch in Q2 2026, the Zenbook A16 aims to compete with the 15-inch MacBook Air, offering a balance of performance and portability. This matters because it highlights advancements in lightweight, high-performance laptops that cater to professionals needing portability and specific features like an SD card slot.

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  • Satechi’s Thunderbolt 5 CubeDock: Apple-Like Design


    You might mistake Satechi’s new Thunderbolt 5 hub for Apple’s Mac MiniSatechi's new Thunderbolt 5 CubeDock, resembling an Apple Mac Mini, is a compact and powerful dock supporting Intel’s Thunderbolt 5 technology. Priced at $399.99, it offers three Thunderbolt 5 downstream ports with speeds up to 120Gbps, along with 10Gbps USB-C and USB-A ports, UHS-II SD and microSD card slots, and a 2.5Gb Ethernet port. It can power a host device with up to 140W and smartphones or tablets with 30W, while also featuring a convenient NVMe SSD bay for up to 8TB of additional storage. Compatible with both Mac and Windows systems, it supports dual 6K monitors on certain Mac models and up to three 8K monitors on Windows, making it a versatile option for tech enthusiasts. This matters as it provides a high-performance docking solution that blends functionality with an Apple-like design, appealing to users seeking both aesthetics and advanced connectivity.

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  • Roborock Saros 20: Enhanced Climbing and Cleaning


    Roborock’s new Saros 20 robot vacuum cleaners got a climbing upgradeRoborock's new Saros 20 and Saros 20 Sonic robot vacuum cleaners feature the enhanced AdaptiLift Chassis 3.0, allowing them to climb over obstacles up to 3.3 inches tall, including double-layer thresholds. This upgrade enables the bots to navigate tricky situations independently, reducing the need for user intervention. The dynamic chassis elevation adjusts the height for effective carpet cleaning, while the Saros 20 Sonic boasts an improved VibraRise 5.0 sonic mop for enhanced mopping capabilities. Users can customize mop settings via the Roborock app, although pricing details are yet to be announced. These advancements highlight Roborock's commitment to improving home cleaning efficiency and user convenience.

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  • Roborock’s First US Robot Lawn Mower Launch


    Roborock launches its first robot lawn mower in the USRoborock is introducing its first robot lawn mower in the US with the RockMow X1 LiDAR, which features autonomous navigation, all-wheel drive, and 360-degree 3D scanning through LiDAR and VSLAM technology. Capable of handling slopes up to 80 percent and obstacles up to 3.1 inches, it can mow up to half an acre per day, although this is less than the capacity of its predecessor, the RockMow Z1. The launch follows Roborock's previous expansion into robot lawn mowers and will see the RockMow X1 LiDAR competing with other similar products in the US market. This matters as it represents the growing trend of automation in lawn care, potentially transforming how homeowners maintain their yards.

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  • Liquid AI’s LFM2.5: Compact Models for On-Device AI


    Liquid AI Releases LFM2.5: A Compact AI Model Family For Real On Device AgentsLiquid AI has unveiled LFM2.5, a compact AI model family designed for on-device and edge deployments, based on the LFM2 architecture. The family includes several variants like LFM2.5-1.2B-Base, LFM2.5-1.2B-Instruct, a Japanese optimized model, and vision and audio language models. These models are released as open weights on Hugging Face and are accessible via the LEAP platform. LFM2.5-1.2B-Instruct, the primary text model, demonstrates superior performance on benchmarks such as GPQA and MMLU Pro compared to other 1B class models, while the Japanese variant excels in localized tasks. The vision and audio models are optimized for real-world applications, improving over previous iterations in visual reasoning and audio processing tasks. This matters because it represents a significant advancement in deploying powerful AI models on devices with limited computational resources, enhancing accessibility and efficiency in real-world applications.

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  • Blocking AI Filler with Shannon Entropy


    I got tired of the "I apologize" loop, so I wrote a Python script to block it using Shannon EntropyFrustrated with AI models' tendency to include unnecessary apologies and filler phrases, a developer created a Python script to filter out such content using Shannon Entropy. By measuring the "smoothness" of text, the script identifies low-entropy outputs, which often contain unwanted polite language, and blocks them before they reach data pipelines. This approach effectively forces AI models to deliver more direct and concise responses, enhancing the efficiency of automated systems. The open-source implementation is available for others to use and adapt. This matters because it improves the quality and relevance of AI-generated content in professional applications.

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  • Unsloth-MLX: Fine-tune LLMs on Mac


    Unsloth-MLX - Fine-tune LLMs on your Mac (same API as Unsloth)Unsloth-MLX is a new library designed for Mac users in the machine learning space, allowing for the fine-tuning of large language models (LLMs) on Apple Silicon. This tool enables users to prototype LLM fine-tuning locally on their Macs, leveraging the device's unified memory, and then seamlessly transition to cloud GPUs using the original Unsloth without any API changes. This approach helps mitigate the high costs associated with cloud GPU usage during experimentation, offering a cost-effective solution for local development before scaling up. Feedback and contributions are encouraged to refine and expand the tool's capabilities. This matters because it provides a cost-efficient way for developers to experiment with machine learning models locally, reducing reliance on expensive cloud resources.

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