Preparing to Work Alongside AI Agents

As AI agents move from generating answers to taking action, students will need more than prompt-writing skills. They’ll need to learn how to delegate thoughtfully: setting boundaries, limiting access, monitoring decisions, and keeping consequential choices under meaningful human control.

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AI Can Recommend. Humans Still Have to Answer

AI can generate recommendations, identify risks, and help professionals work through complex information. But it cannot carry the consequences of the decisions that follow. As AI becomes part of workplace decision-making, students need more than technical skill: they need the judgment, authority, and professional courage to question a recommendation, recognize its limits, and take responsibility for how it is used.

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