Human in the loop

Foundations · 8 min · Faculty, staff

Why human review of AI output matters, how hallucinations happen, and where your judgment stays essential.

Test your knowledge

Select an answer to see whether it is correct. Incorrect answers stay open so you can try again.

What is the main focus of this video?

Who stays responsible for consequential decisions when AI supports campus work?

For team meetings

Leaders can use these prompts when a team watches together.

Where does human review already show up in your team's work, and where could it help next?
What would need to be true before your team relied on AI for this, and who would review the results?
Pick one workflow from this discussion to try within two weeks, and name who owns the follow-up.

Up next

What the environmental footprint of AI looks like and the choices UC San Diego makes to align AI infrastructure with sustainability commitments.

Foundations · 8 min