Decision AI in Production: Why Typed, Calibrated Answers Beat Generated Text
Most teams that try to put a language model in the critical path eventually hit the same wall: the model returns prose, your service needs a boolean, and everything between those two points becomes a small, fragile parsing industry. Prompts drift, JSON schemas break, retry logic balloons, and a downstream service ends up trusting a…