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 ...

How to Build an AI Knowledge Vault Using Obsidian & Claude Code

Karpathy’s wiki approach organizes transcripts and research into indexed markdown pages, scaling to hundreds of documents at low cost.
CSO OnlineOpinion

LLM-generated passwords are indefensible. Your codebase may already prove it

Stop letting AI pick your passwords. They follow predictable patterns instead of being truly random, making them easy for ...

Researchers detail how a prompt injection attack bypassed Apple Intelligence protections

A now corrected issue let researchers circumvent Apple’s restrictions and force the on-device LLM to execute attacker-controlled actions.

LLM-referred traffic converts at 30-40% — and most enterprises aren't optimizing for it

AI agents are replacing traditional search for serious work — and LLM-referred traffic converts at 30-40%, far above SEO and ...
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 ...
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 ...