#Local AI
Decision Models Benchmark in Russian: How Specialized AI Architectures Are Replacing Classical LLMs
A large-scale test of 12 decision models across 5,000 Russian-language tasks demonstrated the superiority of local open weights over cloud giants: accuracy reached 98.14%, and encoder inference latency dropped to 15 ms.
Камера без видео: Apple готовит охранный гаджет, который превращает события в текст
Купертиновцы разрабатывают домашнюю камеру наблюдения без возможности записи видео: встроенный ИИ будет отправлять владельцу текстовые отчеты о происходящем, исключая риск утечки личных кадров.
LLM Generation Speed on Apple M6, M5 Pro, Max, and Ultra: Detailed Performance Calculation
Analyzing the memory bandwidth of upcoming Apple Silicon chips allows for accurate advance estimates of local LLM performance — from lightweight Llama models to the massive 671-billion-parameter DeepSeek V3.
Autonomous AI Without Internet Access: Architecture of the Closed Multi-Agent Platform "Archangel"
How to build an enterprise multi-agent AI system in a fully isolated environment based on Kubernetes, an event-driven data bus, and local RAG.
Qwen 4 Architectural Breakthrough: Inside the Qwen3.8-Flash-Next Model
Alibaba has introduced Qwen3.8-Flash-Next, an architectural preview of the upcoming Qwen 4. The 180-billion-parameter model activates just 6 billion parameters per token and can run on 128 GB of system memory.
Guide to Free Webinars for IT Professionals: Schedule for Late August and September
A selection of over 30 free practical webinars covering development, DevOps, QA, machine learning, and IT management for the coming weeks.
NVIDIA Introduces Jetson Orin Nano 2 to Power Physical AI in Robotics and Drones
NVIDIA has unveiled the Jetson Orin Nano 2, an edge computing module designed to run generative AI and multimodal vision models locally on drones, robots, and embedded systems.
Apple Unveils AI-Focused Mac Mini with M6 Chip; Oura Eyes $16B IPO and Shein Cuts Valuation
Apple introduced its updated Mac mini featuring the 2nm M6 chip, tailored for local AI processing. Meanwhile, smart-ring maker Oura plans a $16B listing, Shein targets a reduced valuation of $27B, and NASA readies the Roman Space Telescope.
OpenAI Unveils First Custom AI Chip 'Jalapeño' to Challenge Nvidia on Inference
OpenAI has published the first performance benchmarks for Jalapeño, its in-house inference chip developed alongside Broadcom, reporting significant gains in speed and power efficiency over Nvidia hardware.