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 ...

Demystifying structured data: How to speak an LLM’s native language

Elk Marketing reports that structured data enhances AI understanding, enabling accurate entity recognition and improved ...
Semiconductor Engineering

Unlocking Clarity: Keyphrase Trees Bring Structure To AI Text Analysis

In the vast digital landscape of information, from intricate design specifications to extensive patent literature and complex verification reports, extracting meaningful insights often feels like ...
Search Engine Land

What 2 million LLM sessions reveal about AI discovery

We analyzed nearly two million LLM sessions across nine industries from January through December 2025. We started with a simple assumption: ChatGPT dominates, usage patterns are uniform, and the ...
VentureBeat

Meta researchers open the LLM black box to repair flawed AI reasoning

Researchers at Meta FAIR and the University of Edinburgh have developed a new technique that can predict the correctness of a large language model's (LLM) reasoning and even intervene to fix its ...