Recursive Language Models (RLMs): The Answer to Context Rot in Large Language Models

Why RLMs Are Gaining Traction and How They Outperform Traditional LLMs for Large Context Windows A deep dive into Recursive Language Models, the context rot problem, and practical code examples showing the difference. If you’ve been following the AI and NLP space closely, you’ve probably heard a growing buzz around Recursive Language Models (RLMs). The concept isn’t entirely new, but it has surged in popularity recently - largely because of a well-known and frustrating limitation in traditional Large Language Models (LLMs): context rot.