Tag Archives: Ensure

Technology tamfitronics HBR Staff<page-utils data-js-target="page-utils" data-id="tag:blogs.harvardbusiness.org,2007-03-31:999.388398" data-title="Ensure High-Quality Data Powers Your AI" data-url="/2024/08/ensure-high-quality-data-powers-your-ai" data-topic="Analytics and data science" data-authors="Thomas C. Redman" data-content-type="Digital Article" data-content-image="/resources/images/article_assets/2024/07/Aug24_06_quality-AI-383x215.jpg" data-summary="The utility and impact of this technology depends on the data that goes into it.">PostPostShareAnnotateSavePrintAI does not need to fail on a global scale to cause enormous damage — to individuals, companies, and societies. Models frequently get things wrong, hallucinate, drift, and can collapse. Good AI comes from good data, but data quality is an enormous organization-wide issue (and opportunity), yet most companies have neglected it. Companies need to understand the nuances of the problem they’re trying to solve, get the data right (both by having the right data for that problem and by ensuring that the data is error-free), assign responsibility for data quality in...