AI Explained reviews warnings from researchers and executives about potential AI incidentsRisk assessment identifies potential harmful outcomes and examines their likelihood, impact and uncertainty in a specified context. It provides evidence for deciding how a system should be managed., while noting disagreement over whether a major incident is inevitable. The presenter considers competitive incentives and tensions between safety and maintaining a lead.
The video discusses reported mathematical results and research benchmarksEvaluation is the systematic assessment of a system's behaviour or results against explicit criteria., including limits of extrapolating controlled tests to full AI research. The presenter proposes safety checks for alignmentAlignment aims to make an AI system's behaviour consistent with intended human goals, values and constraints., monitoringSecurity monitoring collects and analyzes system activity to detect suspicious behavior, control failures and emerging threats., security and capabilities; predictions and proposals are attributed.
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