AI technologies are still in their early stages of development and deployment. Ineffective or inadequate AI development or deployment practices by PPL, its subsidiaries or third-party vendors could result in unintended consequences. While we seek contractual protections with our third-party vendors regarding the use of AI technology, we may not have full awareness of, or control or visibility over, the quality, performance, security or compliance of the products and services that incorporate AI-related technology used by such vendors. AI algorithms that we or our third-party vendors use may be flawed or may be based on datasets that are biased or insufficient. These limitations or failures, or inaccurate results generated as a result of our employees’, contractors’ or vendors’ use or misuse of AI technologies could lead to operational interruptions or otherwise adversely affect our business, reputation or financial results. Developing, testing, and deploying resource-intensive AI systems may require additional investment and increase our costs. In addition, the rapidly evolving nature of AI technologies may cause new laws and regulations to be enacted which could dramatically affect business practices, including the costs to comply with such new laws and regulations. We cannot predict the future development of AI technologies and the nature of any related new laws and regulations, and their costs and consequences.