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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...

With TypeSafe it just picks the class (actually probabilities across classes), reliably every single time.

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