#Hardware
Curated coverage on «Hardware»: releases, research, benchmarks, open-source.

Mistral AI Unveils Industrial Stack and Vibe Agent
Mistral AI unveiled its industrial stack at the AI Now summit, introduced the integrated Vibe agent for long-term tasks, and announced construction of a European…

UC Berkeley created mKernel: a unified library for GPU synchronization in clusters
UC Berkeley released mKernel — a new CUDA library for synchronizing thousands of GPUs in data centers, combining local and remote communication in a single…

Dell rises 40% on strong demand for Nvidia AI servers
Dell posted record quarterly results driven by surging demand for AI servers, with shares rising 40% and the company raising its full-year guidance.

TSMC Reassessed Priorities: Energy Efficiency Now More Important Than Chip Speed

Artist on AI Art: Boring, Stolen, and Environmentally Harmful

Perplexity AI Released Tokenizer 5x Faster Than Hugging Face Standard

ByteDance to Develop Its Own AI Server Processor

Mistral Unveils Small 4 — a Model Uniting Reasoning, Code, and Vision
Mistral Small 4 is the first unified model that replaces three specialized systems and supports configurable reasoning depth with image processing capabilities.

South Korean startup XCENA raised $135M, betting on memory over computing power
XCENA valued at $570M challenges industry consensus: the bottleneck in modern AI is memory, not GPU power, which the current industry sees as everything.

Mistral invests in Physics AI for industrial engineering

Mistral AI Acquires Physics AI Pioneer Emmi for Industrial Engineering

Mistral AI Launches Workflows — Orchestration for Production

USA allocates $9 billion for Nvidia AI chips in race with China

Hexo Labs Published SIA — an Agent That Updates Itself During Operation
Hexo Labs released the open source code for SIA — a system that improves itself by updating both the agent's instructions and the weights of its neural network.

Semiconductors Enter Super-Cycle Growth — NewEdge Investor Forecast
NewEdge Wealth Chief Investment Strategist Cameron Dawson believes semiconductor stocks are entering a historic super-cycle growth driven by demand for AI chips and…









