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

Perplexity AI Released Tokenizer 5x Faster Than Hugging Face Standard
Perplexity AI released a rewritten Unigram tokenizer that accelerates text processing 5x and reduces CPU load 5-6x in production environment

ByteDance to Develop Its Own AI Server Processor
Chinese ByteDance will develop its own server processor to scale AI infrastructure amid a global shortage of high-performance chips.

Mistral Unveils Small 4 — a Model Uniting Reasoning, Code, and Vision

South Korean startup XCENA raised $135M, betting on memory over computing power

Mistral Unveiled Physics AI for Accelerating Engineering Calculations

Mistral invests in Physics AI for industrial engineering

StepFun Presents Step 3.7 Flash on NVIDIA GPU for Multimodal Work
StepFun launched Step 3.7 Flash, a multimodal AI model with 198 billion parameters that simultaneously processes text, images, videos, and d

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













