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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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AI-ready · Agentic Workflows

Walk me through how you’d design guardrails for an AI agent that’s allowed to adjust minor process parameters — within a pre-approved range — on a running unit without waiting for operator confirmation on each change.

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The pre-approved range itself is the first guardrail, and it has to come from the process hazard analysis, not the agent’s own confidence — it operates strictly inside bounds an en

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