Hardware - News Articles

Efficient Computer Raises $60M to Develop AI Processors That Keep Devices Running for Months

Feb 19, 2026

SiliconANGLE

Efficient Computer secures $60 million in Series A funding to develop revolutionary AI processors that enable battery-powered devices to run for months or years using spatial dataflow architecture that eliminates energy waste.

Funding Hardware

Meta Signs Tens of Billions Deal with Nvidia to Deploy Millions of AI Chips Across Data Centers

Feb 18, 2026

CNBC

Meta strikes massive multibillion-dollar deal with Nvidia to deploy millions of AI chips across data centers, becoming first company to use Nvidia's standalone Grace CPUs as part of ambitious $600 billion infrastructure expansion through 2028.

Data Centers Hardware Business

Mistral AI Acquires Paris Startup Koyeb in First Deal to Boost Cloud Infrastructure Ambitions

Feb 18, 2026

TechCrunch

French AI unicorn Mistral AI makes its first acquisition by purchasing Paris-based cloud startup Koyeb, gaining 13 employees and serverless technology to optimize GPU usage and scale AI model deployment as part of its ambitious push to become a full-stack AI infrastructure provider.

Cloud Computing Foundation Models Business Hardware

Mistral AI Acquires Koyeb in $1.4B Expansion, Deploys 18,000 Nvidia Blackwell GPUs

Feb 18, 2026

Koyeb

Mistral AI acquires Koyeb in a massive $1.4 billion expansion, deploying 18,000 Nvidia Blackwell GPUs across 40 MW of data center capacity in Sweden while integrating Koyeb's platform into its Mistral Compute offering and discontinuing free starter plans for new users.

Data Centers Funding Hardware Business

Meta Partners with NVIDIA to Deploy Millions of AI Chips Across Data Centers

Feb 18, 2026

NVIDIA Newsroom

Meta partners with NVIDIA in a multiyear deal to deploy millions of Blackwell and Rubin GPUs across hyperscale data centers, while expanding use of Grace CPUs and implementing confidential computing for WhatsApp's AI-powered features with enhanced privacy protection.

Data Centers Hardware Privacy Business

AI Boom Triggers Global Memory Chip Crisis as Tesla, Apple Face Production Constraints

Feb 17, 2026

Bloomberg.com

Unprecedented global memory chip shortage triggered by AI boom forces major corporations including Tesla and Apple to face severe production constraints and profit compression, while soaring prices across consumer electronics, automobiles, and data centers signal a deepening crisis as DRAM supply fails to meet explosive demand.

Hardware Data Centers Geopolitics

Netflix Develops Internal Framework That Boosts AI Model Training Speed by 4.7x

Feb 16, 2026

Medium

Netflix unveils a revolutionary internal Post-Training Framework that accelerates AI model training by up to 4.7x through advanced optimizations like on-the-fly sequence packing, enabling the streaming giant to scale large language model fine-tuning from experimental phases to full production deployment across distributed GPU clusters.

Entertainment Foundation Models Hardware

Nvidia Cuts LLM Memory Costs by 8x With New Dynamic Memory Sparsification Technique

Feb 12, 2026

Venturebeat

Nvidia's new Dynamic Memory Sparsification technique slashes large language model memory costs by up to 8x while maintaining accuracy, enabling 5x higher throughput on models like Qwen3-8B and already available in Nvidia's Model Optimizer framework for rapid enterprise deployment on a single DGX H100.

Hardware Foundation Models Coding & Developer Tools

NVIDIA Blackwell Platform Slashes AI Inference Costs by Up to 10x for Major Providers

Feb 12, 2026

NVIDIA Blog

NVIDIA's new Blackwell platform delivers up to 10x cost reductions for AI inference, with companies like Sully.ai slashing costs by 90% and major providers reporting dramatic savings across healthcare, gaming, and customer service applications.

Hardware Foundation Models Cloud Computing

PicoClaw AI Assistant Runs on Just 10MB RAM, Boots in Under 1 Second on $10 Hardware

Feb 12, 2026

CNX Software - Embedded Systems News

PicoClaw AI assistant launches with revolutionary efficiency, running on just 10MB RAM and booting in under one second on $10 hardware, delivering 400x faster startup times than competitors while managing emails, calendars, and flights through Telegram and Discord integration.

Hardware Agents Coding & Developer Tools