Risk Assessment & Control Coordination for AI services : - Case09 Smart Appliance Optimization - Institute for Future Initiatives, The University of Tokyo

PowerPoint プレゼンテーション Risk Assessment & Control Coordination for AI services : Case09 Smart Appliance Optimization Institute for Future Initiatives, The University of Tokyo Technology Governance Research Unit AI Governance Project How to operate the RCModel - Risk Assessment & Control Coordination - Step1 Define the “values and objectives to be achieved” by AI services Risk Assessm ent Step2 Examin. [...] Case09 : Smart Appliance Optimization - System Overview - AI System Company A) AI Development Department Predicts optimal settings for smart appliances AI Service Company A) Appliance Division Provides services to users in conjunction with smart appliances Provider Users Consumers (Subscribers) Use this AI service in their own living space AI Development/Learning Environment Production Environment. [...] User judgment Users can turn off automatic control by AI Output of No evidence information Safety Risk Adverse health effects Connection with AI systems in multiple spaces belonging to the same user may share training data external system Protocol Possibility of sharing training data Risk Assessment Risk Assessment Step 2 - Examination of significant risk scenarios - Values & Risk Service Requirem. [...] Risk Assessment & Control Summary Step 5 - Organize the roles of each stakeholder based on the examination of each risk chain - Values & Risk Environ Control SummaryUncerta Caused Risk Scenario mental RC Objectives № inly by userchange AI System AI Service Provider User Maintaining and improving R008 Excess costs Cost management economic 3 efficiency (for both businesses Increased utility Adoption. [...] Dfeigtnyit ymeasures anPdr ivsatcayndard Fairness lity cy values of each compatible device Risk Control Step 4 - Consider risk control according to the risk chain - Health deterioration due to abnormal behavior R006 Abnormal settings are sent to the devices, resulting in health hazards for users Risk Control AI System Service Provider Users (AI Development Department, Company A) (Appliance Divisio.