What is Fairness?

Fairness means that an AI system should treat all people equally and avoid bias or discrimination.
AI should not favour or disadvantage individuals or groups
Outcomes should be consistent across different demographics
Bias in data or models should be identified and mitigated
Why Fairness matters
AI systems learn from data — and if that data contains historical bias, the AI can:Reinforce discrimination
Produce unfair outcomes
Damage trust and credibility
Fairness ensures AI is ethical, trustworthy, and inclusive