Steering AI from lab to life: ethics, safety, and governance for fair, trustworthy intelligence.
AI sits close to power; ethics and safety decide who benefits and who is harmed.
Data, labels, and design encode inequalities; fairness needs group-level checks.
AI fuels and fights misinformation; detection, watermarking, and literacy matter.
Automation reshapes work, wages, and pathways for entry and upskilling.
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