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8.1 Bias & Fairness
The phrase “artificial intelligence” may evoke images of hyper-logical machines, but the reality is that AI often inherits human bias through the data it’s trained on.
In this section, we’ll explore how biases in datasets can lead to unfair outcomes and why diverse, representative data is crucial for building AI systems that treat all users equitably.
How Biases in Data Lead to Biased Outcomes
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Data Reflects Human Decisions
Even the most advanced AI is only as unbiased as the information it’s given.
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