Binary BPE: A Family of Cross-Platform Tokenizers for Binary Analysis

Google has announced that its new AI-powered operating system, 'Aluminium', will replace ChromeOS on desktops in 2026, introducing advanced AI-driven features and premium experiences for select devices. This transition marks a significant shift in Google's approach to desktop computing.

A recent study evaluates the performance of two open-source Large Language Model (LLM) serving frameworks, vLLM and HuggingFace Text Generation Inference (TGI), focusing on their throughput, latency, and resource utilization when deploying LLaMA-2 models. The findings indicate that vLLM can achieve up to 24 times higher throughput than TGI under high-concurrency conditions, while TGI excels in lower tail latencies for single-user interactions.

UplinkNet has been introduced as a compact neural network designed to predict uplink throughput in 5G Standalone (SA) networks, utilizing past throughput data and RF parameters from the Android API. The model, which contains approximately 4,000 parameters, was trained on real-world data from Tokyo and Bangkok, addressing the growing demand for uplink-intensive applications like UHD video streaming and VR/AR content.

Windows users are expressing their frustration over Microsoft's announcement to transform the Windows operating system into what it calls an 'agentic OS,' designed to integrate autonomous AI agents. Many users are questioning how to disable these features, indicating a strong resistance to this shift in functionality.