The Issue of 'Error Correction' in AI Governance Tools
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The World Privacy Forum report indicates that over one-third of AI governance tools have 'defect corrections' that affect fairness and explainability assessments. Some tools and technologies developed by companies like Microsoft, IBM, and Google have also been found to have issues, raising concerns. The lack of quality assurance and evaluation requirements is the main problem, as some tools may have issues in different contexts and 'out-of-label usage'. Experts suggest that through collaboration between international organizations and standard-setting bodies, substantial improvements in AI governance tools could be achieved by 2024.
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