Why it matters
Input validation is defense line 1. Understanding shapes safety.
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The architecture
Length cap.
Format check.
Safety classifier.
Reject or normalize.
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How it works end to end
Length: max tokens / chars.
Format: JSON Schema, regex.
Bean Validation annotations.
Safety: Llama Guard, moderation.