How to Secure AI Business Models

13 minutesBeginnerPractitionerIBM TechnologyAI Safety & Data Privacy

IBM Technology. Jeff Crume's lightboard explainer of the three places generative AI introduces risk — the data, the model, and the usage — and what good controls look like for each. Useful for the article's argument that "be careful" isn't enough; you need to think about which category of risk you're actually exposed to as an employee.

AI Expert note

Treat this as conceptual guidance. Do not use real company data until permissions, retention, logging and human-review boundaries are clear.

What you should get from this

You can name the three risk surfaces generative AI adds at work — data, model, usage — and describe the controls each one needs.

Watch or know first

None — aimed at employees, not security engineers.

Last reviewed: May 18, 2026

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