ai-infra
2 articles
KernelEvolve — Meta Uses AI Agents to Write GPU Kernels Automatically—and Beats Human Experts
Meta built KernelEvolve, an agent system that uses LLMs and search algorithms to generate hardware kernels automatically. It delivered over 60% higher inference throughput on NVIDIA GPUs and over 25% faster training on MTIA chips—in hours, not weeks.
Why Is Hugging Face Suddenly All About Storage? Because AI Is Hungry for Data
Thomas Wolf says Storage Buckets is one of Hugging Face's fastest growing products because 'AI WANTS data.' It's the first new repo type on the Hub in 4 years — S3-like, mutable, non-versioned object storage built on Xet deduplication.