{"data":{"id":"1230258d-39c9-49c6-a0d6-5c08a13b975b","title":"A Systematic Review on Human Roles, Solutions, and Methodological Approaches to Address Bias in AI","summary":"This academic review examines how bias (systematic unfairness in AI decision-making) occurs in AI systems and explores the human roles, solutions, and research methods used to identify and reduce it. The paper surveys existing approaches to addressing bias rather than proposing a single new solution.","solution":"N/A -- no mitigation discussed in source.","labels":["research","safety"],"sourceUrl":"https://dl.acm.org/doi/abs/10.1145/3793667?af=R","publishedAt":"2026-03-16T21:11:52.647Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["safety"],"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.92,"researchCategory":"peer_reviewed","atlasIds":null}}