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.
Protecting Data in an AI-Enabled Workplace
AI tools can be genuinely useful when we provide context—but more context can also mean greater exposure. A customer note, student email, résumé, troubleshooting log, or internal document may contain information entrusted to us by someone else. The professional question is not simply, “Is this private?” It is, “Am I authorized to use this information in this way?” Before sharing anything with AI, we need to pause, minimize what we provide, and consider whose information is at stake.