We or our third-party vendors, clients or counterparties have developed, and may continue to develop or incorporate AI technology in certain business processes, services or products. The development and use of AI present a number of risks and challenges to our business. The legal and regulatory environment relating to AI is uncertain and rapidly evolving, in the U.S., and internationally, and includes regulation targeted specifically at AI technology, as well as provisions in intellectual property, privacy, consumer protection, employment and other laws applicable to the use of AI. For example, any failure to properly safeguard and maintain personal data in connection with our use of AI creates risk of us violating privacy laws and regulations in jurisdictions we operate in, and could subject us to disclosure obligations, regulatory investigations, actions or fines, and litigation. These evolving laws and regulations could require changes in our implementation of AI technology, increase our compliance costs and the risk of non-compliance, and restrict or impede our ability to develop, adopt and deploy AI technologies efficiently and effectively. AI models, particularly generative AI models, may produce output or take action that is incorrect or outdated, that result in the release of personal, confidential or proprietary information, that reflect biases included in the data on which they are trained or introduced during the training or fine tuning process, that infringe on the intellectual property rights of others, or that is otherwise harmful. In addition, the complexity of many AI models makes it challenging to understand why they are generating particular outputs. This limited transparency increases the challenges associated with assessing the proper operation of AI technology, understanding and monitoring the capabilities of the AI technology developed by third parties, and, to that extent, are dependent in part on the manner in which those third parties develop and train their models, including risks arising from the inclusion of any unauthorized material in the training data for their models, and the effectiveness of the steps these third parties have taken to limit the risks associated with the output of their models, matters over which we may have limited visibility. Any of these risks could expose us to liability or adverse legal or regulatory consequences and harm our reputation and the public perception of our business or the effectiveness of our security measures. In addition to our use of AI technologies, we are exposed to risks arising from the use of AI technologies by bad actors to commit fraud and misappropriate funds and to facilitate cyberattacks. Generative AI, if used to perpetrate fraud or launch cyberattacks, could result in losses, liquidity outflows, or other adverse effects at a particular financial institution or exchange. If our use of AI becomes controversial, we may experience brand or reputational harm, competitive harm, or legal liability.