{"data":{"id":"67211f21-904a-4105-8783-888b4a50a3d1","title":"Human-AI Complementarity: A Goal for Amplified Oversight","summary":"Sophie Bridgers, Rishub Jain, Rory Greig, and Rohin Shah examine how humans and AI can complement each other in Amplified Oversight, the effort to keep humans able to evaluate increasingly capable AI systems. They focus on two mechanisms, Rater Assistance and Hybridization, and draw on HCI research. The source notes that, on average across several studies, human-AI teams perform statistically worse than humans or AIs alone.","solution":"N/A -- no mitigation discussed in source.","labels":["safety","research"],"sourceUrl":"https://deepmindsafetyresearch.medium.com/human-ai-complementarity-a-goal-for-amplified-oversight-0ad8a44cae0a?source=rss-55e08ddea42e------2","publishedAt":"2024-12-23T18:15:42.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["Google"],"affectedVendorsRaw":["Google DeepMind"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2024-12-23T18:15:42.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["safety"],"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.85,"researchCategory":"industry","atlasIds":null}}