Leon Explains AI
8 minutes
Why Prompt Instructions Alone Cannot Guarantee Parseable LLM Output
A format instruction only shifts token probabilities; any sampled token can still break the syntax, so unconstrained output needs validation and retries, and smaller models fail more often.