In AI coding tools, finding code isn’t just about a search box. The model needs to navigate a real, ever-changing local codebase to locate…Continue reading on Towards AI »
It’s common for LLMs to produce “confidently wrong” answers.Continue reading on Towards AI »
If you’ve tried RAG on long PDFs, you’ve probably seen the same failure mode: one bad retrieval, and everything collapses.Continue reading on Towards AI »
When people process long texts, they often benefit from an activated global semantic frame before reasoning about details. A holistic…Continue reading on Towards AI »
If you’ve ever watched a RAG system miss an obvious fact because the question was underspecified, this post might offer an insightful…Continue reading on Towards AI »