We are increasingly incorporating AI capabilities into the development of technologies and our business operations, and into our products and services. AI technology is complex and rapidly evolving, and may subject us to significant competitive, legal, regulatory and other risks. We cannot predict the pace or trajectory of AI development or the extent to which AI-driven disruption will affect the semiconductor industry, and AI technologies may disrupt the broader semiconductor supply chain and ecosystem in ways that are difficult to predict. The implementation of AI can be costly and there is no guarantee that our use of AI will enhance our technologies, benefit our business operations or produce products and services that are preferred by our customers. Our competitors may be more successful in their AI strategy and develop superior products and services with the aid of AI.
Additionally, AI algorithms or training methodologies may be flawed, and datasets may contain irrelevant, insufficient or biased information, which can cause errors in outputs. This may give rise to legal liability, damage our reputation and materially harm our business. Our employees, consultants, partners or third-party vendors may use AI tools without authorization or in a manner inconsistent with our policies, which could expose proprietary, confidential or regulated information to unauthorized recipients or create claims relating to privacy, open-source software, contractual obligations or other legal requirements. The use of AI in the development of our products and services, and our customers’ use of AI in relation to our products and services could also cause loss of IP, as well as subject us to risks, including third-party claims, related to IP infringement or misappropriation, data privacy and cybersecurity. Additionally, concerns over the use of AI for purposes contrary to public interests could impair public acceptance of AI and impair demand for our products and services.
Although we strive to use AI technologies responsibly and have implemented internal processes and controls designed to identify and mitigate ethical and legal concerns related to our use of AI technologies, such processes and controls may not be sufficient to identify, assess, and mitigate all AI-related risks, and we may not identify or resolve issues before they occur. Failure to effectively develop and manage our AI governance framework could result in legal liability, regulatory action, reputational harm, or other adverse consequences to our business.
Furthermore, the regulatory framework for AI technologies is rapidly evolving, uncertain, and varies significantly by jurisdiction, with new laws and regulations being enacted or proposed in the United States, the European Union and elsewhere. Compliance with new or changing AI-related laws and regulations may impose significant operational costs, require additional investment in governance and controls, or necessitate changes to our offerings or business practices. Any failure or perceived failure by us to comply with such regulatory requirements could subject us to legal liabilities, damage our reputation, or otherwise have a material and adverse impact on our business.