Free AI-901 flashcards

When an application needs to call a deployed Foundry model programmatically at runtime, which surface does it use, and how does that differ from the portal?

The Foundry SDK is the surface an application uses to call a deployed model in code: it provides client libraries for languages such as C# and Python that handle authentication and issue inference requests at runtime. The portal is only an interactive design and testing environment.

The Foundry portal is where you embed inference calls inside a compiled application, because that is where the prototyping happened.

Tempting because the prototyping happened there, but the portal is an interactive browser workspace for building and testing, not a mechanism for issuing calls from within a compiled application.

Which responsible AI principle requires that applicants and reviewers can understand which factors drove a model's decision and how it reached its conclusion?

Transparency. It makes an AI system and the factors behind its decisions understandable to the people it affects, so they can see how it works and why it produced a given outcome.

Because loan decisions can be biased, explaining how each decision is reached falls under fairness.

Loan decisions are a classic bias setting, which makes fairness tempting, but fairness is about giving comparable groups comparable treatment, not about making the reasoning behind a decision understandable.