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

Wendy Liu: Why I Avoid AI and Fear for Human Intelligence
Writer Wendy Liu warns: if we let AI do all the brain's work, we will lose the ability to think and learn — this is what makes us human.

NVIDIA Introduces Gated DeltaNet-2: Linear Attention with Separate Memory Gates
NVIDIA has created a new linear attention mechanism, Gated DeltaNet-2, which improves memory management in large language models through sep

OpenAI starts charging for guaranteed access to compute capacity

Together AI Launched Self-Service Instant Clusters on NVIDIA H100 and B200

FlashAttention-3 Will Accelerate Transformers Twofold at 75% GPU Load

Together AI achieves 90% faster training on NVIDIA Blackwell

Together AI: How Kernel Optimizations Close the Gap Between Models and GPUs
Together AI's kernel optimization team created technology that accelerates GPU performance by 2-3x. In a week, they adapted kernels for new

Nvidia Disappoints Investors with Weak Guidance Amid Rising Competition in AI Chips
Nvidia, the world's most valuable public company, has disappointed investors with weak sales guidance amid rising competition in the AI chip













