Bias Detection

future-data-governance

The Future of Data Governance: Building a Responsible AI Framework

Data Strategy, Responsible AI /

Ten years ago, data governance was primarily a data warehousing problem. The questions were largely operational: who can access this database, how do we maintain consistent field definitions, and who owns this table in the enterprise data model? Those questions still matter. But they are now the floor, not the ceiling. The rise of AI […]

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detecting-mitigating-bias-ai-training-data

Is Your Training Data Unfair? A Guide to Detecting and Mitigating Bias

Data Strategy, Responsible AI /

Bias in AI is rarely the result of bad intentions. It is almost always the result of incomplete thinking — about the data that was collected, the people who labelled it, the benchmarks it was evaluated against, and the populations it was deployed on. The consequences, however, are indifferent to intent. A hiring tool that

Is Your Training Data Unfair? A Guide to Detecting and Mitigating Bias Read More »

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