Yeah that's precisely correct. For e.g. classification tasks, even in 2026 people are doing things like hallucinating deliberately, and then matching the hallu

Yeah that's precisely correct. For e.g. classification tasks, even in 2026 people are doing things like hallucinating deliberately, and then matching the hallucinations to embeddings - https://softwaredoug.com/blog/2026/08/10/hypothetical-classi https://softwaredoug.com/blog/2026/08/10/hypothetical-classi... With TypeSafe it just picks the class (actually probabilities across classes), reliably every single time.