How Historical Data Shapes Inequity in AI Systems Artificial intelligence now influences hiring, promotion pathways, and performance analysis across many organizations. These systems draw from historical data to identify patterns and predict outcomes. Charles Spinelli recognizes that when records contain bias, AI can absorb those distortions and carry them forward under the appearance of…

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