AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.
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Your site wants to use an AI tool to help review audit trails in the electronic batch record system for anomalies. What has to be true about that tool’s own validation and audit trail before it’s allowed near a GMP record?
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