The Model Has No Seahorse: Vocabulary Gaps and What They Reveal About LLMs

There is no seahorse emoji in Unicode. Ask a large language model to produce one and watch what happens. The failure is not a hallucination in the ordinary sense — the model knows what it wants to output but cannot output it. That distinction matters.

4 March 2026 · 17 min · Sebastian Spicker