Large context windows in LLMs aren't as reliable as they seem

A developer discovered that language models perform worse with information deep in large context windows—a critical finding for builders relying on LLMs for code generation, summarization, or retrieval. If you're shipping products that depend on processing long documents or conversations, you may need to rethink your architecture.