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by bettaher_adam 84 days ago
Interesting approach to knowledge unit validation. One thing I've noticed when building constrained LLM pipelines: separating the system prompt from user input at the message level (not string concatenation) makes a significant difference in output consistency. Also worth looking at HMAC-signing the generated outputs so downstream consumers can verify integrity without re-running the model.