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

OpenClaw turned out to be a costly autonomous agent: 81 million tokens and server conflicts
Firsthand experience installing OpenClaw showed that an autonomous AI agent can quickly run into infrastructure conflicts, consume tens of millions of tokens, and…

Nvidia Nemotron-Cascade-2 was run at home on a GeForce RTX 3090 at up to 150 tokens/s
A local LLM enthusiast tested Nemotron-Cascade-2 on a home PC with a GeForce RTX 3090 and showed that the 30B model can work as a fast assistant for coding, RAG…

Meta to build seven gas-fired power plants for new AI data center in Louisiana
Meta will fund seven gas-fired power plants with a combined capacity of 5.2 GW in Louisiana to supply a new AI data center with power and avoid shifting…

Microsoft and Chevron discuss a $7 billion energy complex for data centers in Texas

Valar Atomics raises $450 million for small nuclear reactors for AI data centers

Samsung and SK Hynix move AI customers to 3–5-year contracts with a price floor

Microsoft CFO Amy Hood: betting on AI amid fears of a new bubble

Ollama accelerates local AI on Apple M5: a Mac with at least 32 GB of memory is required
Ollama 0.19 adds an MLX backend for Apple M5, M5 Pro and M5 Max: local models and code agents respond faster, but a Mac with 32 GB of unified memory is required for…

Repka-Pi 4 gets local text-to-speech with Piper and FastAPI, without a GPU and with autostart
On Repka-Pi 4, a local TTS stack with eSpeak NG and Piper was demonstrated: neural speech synthesis works without a GPU, accepts HTTP requests via FastAPI, and…

Russians are building home supercomputers en masse to work with neural networks

Amazon may sell its AI chips to third parties as the business heads toward $20 billion

Oracle appoints Hilary Maxson CFO for its $50 billion AI data center bet

Google’s Gemma 4: how to run tool calling locally with Python and Ollama

Arm changes course: René Haas's company bets on data centers and AI
Arm, long known as a supplier of smartphone architectures, is shifting its strategy toward the cloud, data centers, and generative AI — where the biggest budgets…

STMicroelectronics' STM32N6 demonstrated on-device speech recognition without the cloud at 0.2 W
An experiment on the STM32N6 with an integrated NPU showed that the microcontroller can recognize free-form speech locally, almost in real time, with power…









