High School Investigation

Algorithm Audit

You are an investigative journalist with leaked access to Northstar Talent's AI hiring system. Follow the evidence, decide where the model is going wrong, and publish a report that is accurate, fair, and defensible.

What you will do

  • Compare demographic outcome gaps.
  • Inspect risky model features and data pipeline choices.
  • Publish a short accountability report using the strongest evidence.

Why it matters

  • Auditing AI means connecting model outputs to real social consequences.
  • Good reporting requires evidence, not outrage alone.
  • The strongest recommendation is the one you can justify clearly.

Accountability newsroom

Algorithm Audit

Task 1/4
Credibility score: 0

Current task

Task 1

Published report

Northstar Talent audit complete

Chosen evidence

Recommendation

Generated article lead