We have incorporated, and are continuing to develop and deploy, AI into many of our products and solutions, including services that support our products and solutions. AI presents challenges and risks that could affect our products and solutions, and therefore our business. For example, AI algorithms may have flaws, and datasets used to train models may be insufficient or contain biased information. These potential issues could subject us to regulatory risk, legal liability, including under new proposed legislation regulating AI in jurisdictions such as the EU and regulations being considered in other jurisdictions, and brand or reputational harm.
The rapid evolution of AI, including potential government regulation of AI, requires us to invest significant resources to develop, test, and maintain AI in our products and services in a manner that meets evolving requirements and expectations. The rules and regulations adopted by policymakers over time may require us to make changes to our business practices. Developing, testing, and deploying AI systems may also increase the cost profile of our offerings due to the nature of the computing costs involved in such systems.
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The intellectual property ownership and license rights surrounding AI technologies, as well as data protection laws related to the use and development of AI, are currently not fully addressed by courts or regulators. The use or adoption of AI technologies in our products may result in exposure to claims by third parties of copyright infringement or other intellectual property misappropriation, which may require us to pay compensation or license fees to third parties. The evolving legal, regulatory, and compliance framework for AI technologies may also impact our ability to protect our own data and intellectual property against infringing use.