Why Do LLMs Overreact to the Seahorse Emoji?

The article explores why large language models (LLMs) seem to 'freak out' over the seahorse emoji, which is a real Unicode character. It discusses how LLMs internally represent and predict such emojis, often leading to loops or hallucinations due to their probabilistic nature and training data, and highlights the complex technical and conceptual reasons behind these behaviors.