A professional writes effective prompts but never questions the AI out — AI Fluency Practice — Claude Cert Academy

A professional writes effective prompts but never questions the AI outputs they receive. Which fluency pillar is underdeveloped?

• Foundations — they need to understand how Claude works
• Recognition — they lack the habit of evaluating and reading outputs critically
• Delegation — they need to decide what to hand to AI
• Collaboration — they need better prompting techniques

Answer: Recognition — they lack the habit of evaluating and reading outputs critically

Recognition is the ability to evaluate AI output — spotting errors, hallucinations, and misalignments before acting on them.

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