Lahani a AI yana nufin rashin daidaituwa da tsari a cikin models — yana samar da sakamakon da ba daidai ba wajen wasu jama'a, sau da yawa yana nuni da lahani a cikin bayanai na horon. Yana da takaici mai tsanani na jigon rai da aiki, saboda AI mai lahani zai iya haifar da taimakon gaske kuma ya iya jurewa abin son rai.
Menene lahani a AI
AI BIAS → systematic, unfair skew in a model's outputs:
→ the model treats certain groups unfairly (e.g. by race, gender, age) or makes skewed
decisions
→ usually stems from BIASED TRAINING DATA (the model learns the biases in the data)
→ 'bias in, bias out' → models reflect and can AMPLIFY societal biases in their data
→ AI can perpetuate or worsen unfairness/discrimination
