Meta's Storage Blueprint Exposes the Hidden Half of AI Compute
Two July 2026 engineering posts - Meta's storage rewrite and Hugging Face's Kernels revamp - show the GPU headline misses most of what AI actually costs.
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Two July 2026 engineering posts - Meta's storage rewrite and Hugging Face's Kernels revamp - show the GPU headline misses most of what AI actually costs.
DeepSeek V4 Pro approaches frontier-level performance. Google, Mistral, and Alibaba ship under Apache 2.0. Ollama hits 52 million monthly downloads.
Hugging Face's Spring 2026 report reveals China now leads in AI model downloads, robotics datasets jumped 2,200%, and open-weight models are achieving 10x-1000x cost advantages.
Georgi Gerganov's team is now at Hugging Face, unifying the model hub with the inference engine that powers Ollama, LM Studio, and the entire local AI ecosystem.
Ollama delivers 40% faster inference while llama.cpp finds a permanent home at Hugging Face. Two developments that secure the future of running AI on your own hardware.
This week's biggest open-source AI developments: llama.cpp finds a permanent home, China releases a 744B parameter model under MIT license, and a secure WhatsApp AI assistant goes viral
The creators of llama.cpp have joined Hugging Face to ensure long-term sustainability. The projects stay open, the community stays autonomous, and local AI gets resources it needs to compete with cloud inference.