Tag

Data Governance

All articles tagged with #data governance

AI Bias Stems from Human Choices, Not Just Algorithms
science-tech2 months ago

AI Bias Stems from Human Choices, Not Just Algorithms

AI bias is not merely a technical glitch but a result of human decisions in data collection, labeling, and system design. A lawsuit against Workday highlights how AI hiring tools may discriminate based on age, race, and disability. Researchers argue that technical fixes are insufficient without addressing the social and historical power imbalances embedded in AI ecosystems. Inclusive AI requires interdisciplinary approaches, diverse participation, and stronger governance to ensure fair distribution of benefits and harms.

IBM's Watsonx: Streamlining Enterprise Workforce with A.I.
artificial-intelligence3 years ago

IBM's Watsonx: Streamlining Enterprise Workforce with A.I.

IBM has launched Watsonx, a suite of machine learning tools, hardware, models, data storage, and consulting services aimed at helping enterprise managers integrate AI within their existing product stacks. Watsonx includes Watsonx.ai, Watsonx.data, and Watsonx.governance, with Watsonx.ai offering pre-trained foundation models curated by IBM and access to Hugging Face's library of open-source models. The suite also includes a data store service built on an open lakehouse and tools for mitigating the risk of applying AI models to sensitive customer data. IBM plans to integrate many of these tools into its existing product portfolio.