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Bias & Ethics Explorer

Phase 4

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Bias & Ethics Explorer

Examine bias patterns and mitigation strategies

Prompt

The doctor walked into the room and she...
The nurse walked into the room and he...

Response

...quickly reviewed the chart...
...checked the vital signs...
Fairness Filter Strength70%

Bias Analysis

Potential Bias

Tests for gender bias in roles.

Mitigation

  • Balanced examples
  • Avoid stereotypes
  • Counterfactual testing

Why This Matters

AI systems can reflect societal biases; design consciously for fairness.

Quick Check

Bias mitigation strategies include…
Evaluation should consider…
    Farzad Bayat - AI Consulting & Automation Expert | Practical AI Solutions