AI ethics and limitations
Artificial Intelligence · Engineering
Study notes
A hiring model trained on past hires downgrades women's resumes, amplifying historical bias. A facial system misidentifies darker faces more often. Fixes: audit datasets, balance representation, test across groups, keep humans in decisions. Ethics isn't optional: deployed AI affects lives, requiring fairness, transparency, and accountability.