We are making significant investments in AI initiatives, including generative AI, to, among other things, recommend relevant content across our products, enhance our advertising tools, develop new products, and develop new features for existing products. In particular, we expect our AI initiatives will require increased investment in infrastructure and headcount.
There are significant risks involved in developing and deploying AI and there can be no assurance that the usage of AI will enhance our products or services or be beneficial to our business, including our efficiency or profitability. For example, our AI-related efforts, particularly those related to generative AI, subject us to risks related to harmful or illegal content, accuracy, misinformation (including related to elections), bias, discrimination, toxicity, intellectual property infringement or misappropriation, defamation, data privacy, cybersecurity, and sanctions and export controls, among others. It is also uncertain how various laws related to online services, intermediary liability, and other issues will apply to content generated by AI. In addition, we are subject to the risks of new or enhanced governmental or regulatory scrutiny, litigation, or other legal liability, ethical concerns, negative consumer perceptions as to automation and AI, activities that threaten people's safety or well-being on- or offline, or other complications that could adversely affect our business, reputation, or financial results.
As a result of the complexity and rapid development of AI, it is also the subject of evolving review by various governmental and regulatory agencies in jurisdictions around the world, which are applying, or are considering applying, platform moderation, intellectual property, cybersecurity, and data protection laws to AI and/or are considering general legal frameworks on AI. We may not always be able to anticipate how courts and regulators will apply existing laws to AI, predict how new legal frameworks will develop to address AI, or otherwise respond to these frameworks as they are still rapidly evolving. We may also have to expend resources to adjust our offerings in certain jurisdictions if the legal frameworks on AI are not consistent across jurisdictions.
Further, we face significant competition from other companies that are developing their own AI features and technologies. Other companies may develop AI features and technologies that are similar or superior to our technologies or are more cost-effective to develop and deploy. Given the long history of development in the AI sector, other parties may have (or in the future may obtain) patents or other proprietary rights that would prevent, limit, or interfere with our ability to make, use, or sell our own AI features. Further, our ability to continue to develop and effectively deploy AI technologies is dependent on access to specific third-party equipment and other physical infrastructure, such as processing hardware and network capacity, as to which we cannot control the availability or pricing, especially in a highly competitive environment.
We are also developing AI technology that we make available via open source, commercial, and non-commercial license agreements to third-parties that can use this technology for use in their own products and services. We may not have insight into, or control over, the practices of third parties who may utilize such AI technologies. As such, we cannot guarantee that third parties will not use such AI technologies for improper purposes, including through the dissemination of illegal, inaccurate, defamatory or harmful content, intellectual property infringement or misappropriation, furthering bias or discrimination, cybersecurity attacks, data privacy violations, other activities that threaten people's safety or well-being on- or offline, or to develop competing technologies. While we may mitigate certain risks associated with the improper use of our AI models through both technical measures and the inclusion of contractual restrictions on third-party use in any agreement between us and any third party, we cannot guarantee that such measures will be effective. Such improper use by any third party could adversely affect our business, reputation, or financial results or subject us to legal liability.
It is not possible to predict all of the risks related to the use of AI and changes in laws, rules, directives, and regulations governing the use of AI may adversely affect our ability to develop and use AI or subject us to legal liability.