We are increasingly utilizing and building AI and ML capabilities into our product offerings as well as incorporating the AI and ML into our internal operations to increase productivity and accelerate innovation. The rapid evolution of AI and ML, including the latest development and accessibility of generative AI technology, requires the application of resources to develop, test and maintain our products and services to help ensure that AI and ML are implemented responsibly in order to benefit our business, accelerate innovation, and increase productivity, while also minimizing any unintended or harmful impact. As with many developing technologies, AI and ML present risks and challenges, many of which may be unknown, that could affect their further development, adoption, and use. These risks and challenges could undermine public confidence in AI and ML, in particular generative AI, which could slow or even halt its adoption and negatively affect our business. Further, a quickly evolving legal and regulatory environment may cause us to incur increased research and development costs, or divert resources from other development efforts, to address social and ethical issues related to AI and ML. As a result of these and other challenges associated with our use and implementation of AI and ML, we may in the future be subject to legal liability, competitive harm, regulatory action, including under new proposed legislation regulating AI and/or generative AI in jurisdictions such as the European Union, new applications of existing data protection, privacy, cybersecurity, information security, intellectual property, and other laws, and brand or reputational harm.