1、IBM Institute for Business Value|Research InsightsWhy invest in AI ethics and governance?Five real-world origin storiesIn collaboration with the Notre DameIBM Tech Ethics Lab2Clients can realize the potential of AI,analytics,and data using IBMs deep industry,functional,and technical expertise;enterp

2、rise-grade technology solutions;and science-based research innovations.For more information:AI services from IBM Consulting AI solutions from IBM Software innovations from IBM Research Notre Dame-IBM Tech Ethics Lab techethicslab.nd.edu/How IBM can help1Embracing AI ethics is essential.Its not just

3、about loss aversion.75%of executives view AI ethics as an important source of competitive differentiation.1 More than 85%of surveyed consumers,citizens,and employees value AI ethics.2Longer-term,proactive AI ethics strategies can generate value across the organization.A majority of companies(54%)exp

4、ect AI ethics to be very important strategically,3 with executives citing involvement of 20 different business functions.4 Investing in AI ethics has the potential to create quantifiable value.Organizations that measure the value of AI ethics could be a step ahead.Our holistic AI ethics framework co

5、nsiders three types of ROI:economic impact(tangible),reputational impact(intangible),and capabilities(real options ROI).Organizations that measure the value of AI ethics could be a step ahead.Our holistic AI ethics framework considers three types of ROI.Key takeaways2IntroductionGenerative AI is rev

6、olutionizing industries,but its dizzying ascendance has also raised significant ethical concerns.Balancing the potential benefits with ethical and regulatory implications is crucial.But its not easy.In IBM Institute for Business Value(IBM IBV)research,80%of business leaders see AI explainability,eth