Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
Virtualization Review

Running AI Natively on Windows 11 Using an eGPU

Tom Fenton reports running Ollama on a Windows 11 laptop with an older eGPU (NVIDIA Quadro P2200) connected via Thunderbolt dramatically outperforms both CPU-only native Windows and VM-based ...
XDA Developers on MSN

Your local LLM feels weak because you're treating it like a search engine

It’s not the model’s fault ...
XDA Developers on MSN

Speculative decoding made my local LLM actually usable

The problem wasn't the brain, but how it was being forced to think ...