Articles on the problems that determine whether AI projects ship or stall written from twenty years of building systems for domains that resist simple answers.
Articles
Reliability
LLMs will produce confident wrong answers. The question isn't whether AI makes mistakes it's whether you can build reliable systems using this unpredictable ingredient. The answer is yes, and the method is evaluation decomposition.
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