Smart but Fair AI
- Cut costs fast: AWS shows how chatbots, serverless workflows, and AI-powered transcript reads slash manual hours and free staff for higher-value work.
- Mind the bias: Brookings finds common “student-success” models underestimate Black and Hispanic students—open algorithms, diverse data, and constant audits are essential.
Bottom line: Automate the drudge work, but pair every new model with an equity check—savings + safeguards = sustainable AI.