AI bias is not a malfunction. It is a reflection of the data that trained the system and the choices made in building it. Understanding this is critical, because "biased AI" is often presented as an aberration — a bug to be fixed. In reality, it is an inevitable product of how AI systems are built, and managing it requires deliberate, ongoing effort.
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