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How to Evaluate What an AI System Produces

Organisations are adopting artificial intelligence at a rapid pace. Many teams now rely on generative tools to draft emails, summarise reports, create marketing copy, or answer customer questions. The output can look polished, but that does not mean it is correct or safe to use. Learning how to judge what an AI system produces is becoming a core skill for anyone who works with these tools. This article explains a practical framework for evaluating AI outputs. It covers what

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