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… warranted for AI and machine learning systems and their relevant system outputs. For example, the law is uncertain across jurisdictions regarding the copyright ownership of content that is produced in whole or in part by generative AI tools. If we …

We may be subject to legal liability for collecting, displaying, or distributing information, or integrating generative AI Technologies in our products and services. Because the content in our database is collected from various sources and distributed to others, we may …

We have begun leveraging AI and machine learning capabilities for our employees to use in their day-to-day operations. Failure to invest adequately in such capabilities may result in us lagging behind our competitors in terms of improving operational …

… We expect there may also be forthcoming regulation in areas of regulating the responsible use of AI, such as the proposed EU Artificial Intelligence Act and the introduction of heightened measures to be adopted with respect to cybersecurity, operational resilience …

• technological changes, including artificial intelligence (“AI”), wireless equipment changes, satellite technology and an increase in the use of radio access network (“RAN”) sharing among wireless service providers;

… deployments, as well as demand from early-stage AI-related workloads like inferencing, machine learning models and GPU-as-a-Service from neo clouds. We believe it is important for AI workloads to be collocated with hybrid installations. Our data …

social media. In light of the recent proliferation of generative AI tools and large language models, there is also a risk that the

Our employees and personnel use generative artificial intelligence (“AI”) and/or automated decision-making technologies to

We use artificial intelligence and machine learning technology (collectively, “AI”) capabilities with the goal of enhancing efficiencies in conducting our business. Our deployment and application of AI remains ongoing. While these AI tools hold promise in optimizing our work processes …

• The use of technology based on artificial intelligence and machine learning presents risks and challenges that may adversely affect our business and results of operations.

… Some of our products, services and processes leverage AI, including both machine learning and generative AI, and we continue to make investments in initiatives focused on the further development and deployment of these technologies. However, there is no assurance that …

… Finally, emerging AI technology, such as AI and generative AI systems, have become subject to regulation under new laws and new applications of prior existing laws which require additional resources and increase compliance risks as we integrate AI into our …

We have begun leveraging AI and machine learning capabilities for our employees to use in their day-to-day operations. Inadequate investment in or unsuccessful development of those AI capabilities may result in us lagging behind our competitors in terms …

… In addition, emerging tools and technologies we utilize in providing our products, like AI and machine learning, may also become subject to regulation under new laws or new applications of existing laws. If we fail to comply with these various …

We use generative artificial intelligence and/or machine learning (collectively, “AI”) tools in our investment and capital allocation decisions and operations, including commercially available AI applications or AI features available through our existing software or technology platforms. If AI tools …

The integration of AI tools in the healthcare industry may present significant opportunities and risks, including for our tenants. For example, in the life science industry, AI predictive models have the potential to be utilized broadly across various stages of …

… For example, any such information input into a third-party AI or machine learning platform could be revealed to others, including if information is used to train the third party's AI or machine learning models. Additionally, where an AI …

Advanced analytics and AI may enable retailers to optimize their store footprints, potentially leading to reduced space requirements and location closures. Moreover, generative AI and virtual shopping experiences may further shift consumer behavior away from physical stores. AI-powered tools …

We have begun and may continue to use artificial intelligence and machine learning (collectively, “AI”) tools in our operations. We use AI in assessing marketing and sales, competitive, geospatial and intelligence relating to investment opportunities and operating our properties. However …

Uncertainty around the safety and security of new and emerging AI applications may require additional investment in the development of proprietary datasets, machine learning models and systems to test for security, accuracy, bias and other variables, which are often complex …

AI presents risks and challenges that could impact our business, including perceived breaches or privacy or security incidents related to the use of AI. We are integrating generative AI tools into our systems and our third-party business partners, including …

Our approach to AI presents risks and challenges that can adversely impact our business

Furthermore, we use artificial intelligence technologies in our business and there are significant information technology risks involved in maintaining and deploying these technologies. There can be no assurance that our investments in such technologies will always enhance our services or …

• changes in the general or local economic climate that could affect demand for housing, including changing demographics or policies governing legal immigration, which could lead to a relative decrease in the renting population, an increase in the use of new technologies and artificial intelligence to replace workers, and other events negatively impacting local employment rates, tenant dispersion, wages and the local economy;

We have begun and may continue to use artificial intelligence and machine learning (collectively, “AI”) tools in our operations. We use AI in assessing marketing decisions and operating our stores. However, there can be no assurance that we will realize …

Uncertainty around the safety and security of new and emerging AI applications may require additional investment in the development of proprietary datasets, machine learning models and systems to test for security, accuracy, bias and other variables, which are often complex …

We currently use traditional and generative AI solutions for certain marketing, operational, administrative, and other functions. We may incorporate additional generative AI solutions into our information systems in the future and these solutions may become important in our operations over …

• We are highly dependent on information systems, and system failures, security breaches, and our use of emerging technologies such as AI could disrupt our business and present business, reputational, legal, and compliance risks;

We may experience risks, liabilities or other issues relating to the use of Artificial Intelligence (AI) in our business.

There can be no assurance that any current or future use of AI or machine learning technologies will achieve desired results, improve efficiency or otherwise benefit our business. AI systems are complex and may not always operate as intended, and …

Despite existing security measures, certain of our information technology and communications infrastructure may be subject to damage, disruptions, or shutdowns due to unauthorized access, computer viruses, ransomware or other malicious software, cyber-attacks and other security breaches. In addition, integration and adoption of artificial intelligence and machine learning ("AI") into our business may pose new information security risks and challenges. The increased prevalence of AI may

… Our industry continues to experience increasing operational complexity and growing reliance on digital tools, automation, data analytics, and integrated systems, including the use of artificial intelligence. We continue to seek to drive organizational improvement through digital transformation initiatives and modernizing …

… Moreover, artificial intelligence or machine learning models may create incomplete, inaccurate, or otherwise flawed outputs, some of which may appear correct. Due to these issues, these models could lead us to make flawed decisions that could result in adverse consequences …

Further, bad actors around the world use increasingly sophisticated methods, including the use of artificial intelligence, to engage in illegal activities involving the theft and misuse of personal information, confidential information, and intellectual property. In addition, uncertainty in the legal …

Our use of or inability to safely and effectively adopt and deliver new technological capabilities and enhancements in line with strategic objectives, including artificial intelligence and machine learning, may put us at a competitive disadvantage; cause us to miss opportunities to innovate, achieve efficiencies, or improve the customer experience; or adversely impact our business, reputation, results of operations, and financial condition. For example, we have begun to

utilize artificial intelligence technologies in various aspects of our business, which are susceptible to errors and other

… In addition, any failure on our part to evolve with developments in artificial intelligence, which is potentially more power-intensive and which may require levels of power that our facilities may not be designed to provide, may reduce the demand …

… services, such as virtual private networks and collaboration platforms as a result of remote working), errors, adverse impacts of artificial intelligence, catastrophic events such as natural disasters, and other events beyond our control. If our, or those of our vendors …

Our business and operations could suffer in the event of system failures, cybersecurity attacks or risks associated with AI.

… Despite training, detection systems and response procedures, an increase in email attacks (phishing and business email compromise) and the rise in use of AI tools may create disruption to our business, financial and reputational risk.

We have incorporated and may continue to incorporate the use of generative and/or agentic artificial intelligence ("AI") within our business, and these solutions and features may become more important to our operations or to our future growth over time …

Our approach to artificial intelligence may not be successful and could adversely affect our business.

… In addition, we make significant investments in new systems and tools to achieve competitive advantages and efficiencies, including the adoption and integration of artificial intelligence (AI) and machine learning technologies. Implementation of such investments in information technology, including generative and …

violations. Several jurisdictions in which we operate are considering or have proposed or enacted legislation and policies regulating AI and non-personal data, such as the European Union’s AI Act. These new regulations may diverge from one another, which could require us to navigate different obligations and enforcement actions in different geographies. Any violations of these laws may lead to reputational damage, financial penalties and increased regulatory scrutiny and oversight.

… We, our managers and third-party providers may be unable to identify, investigate or remediate cyber events or incidents because attackers are increasingly using sophisticated techniques and tools (including artificial intelligence (AI) and machine learning) that can avoid detection, circumvent …

… Search engines (including generative AI search) and peer-to-peer inventory sources also provide online travel services that compete with our hotels. If bookings shift to higher cost distribution channels, including these internet travel intermediaries, it could materially impact our …

Our business continues and will continue to demand the use of sophisticated systems, software and technology, including artificial intelligence. These systems, software and technologies must be refined, updated and replaced on a regular basis in order for us to meet …

… The rapid evolution and increased adoption of artificial intelligence technologies, by us and our third-party service providers, may also heighten our cybersecurity risks by making cyber attacks more difficult to detect, contain and mitigate. In addition, third-party information …

Further, we also rely on innovation in our IT and our use of or inability to adopt and deliver new technological capabilities and enhancements in line with strategic objectives, including artificial intelligence and machine learning, may put us at a …

The risk of a cybersecurity breach or operational disruption, including by computer hackers, foreign governments and cyber terrorists, has generally increased as the number, intensity and sophistication of attempted attacks (including through the use of artificial intelligence) and intrusions from …

… As part of our processes to manage risks from cybersecurity threats and our use of artificial intelligence, we have developed and enforce company-wide policies related to password encryption, strength and expiration, we require multi-factor authentication where appropriate, conduct …

… The assessment and management of our cybersecurity risks covers all of our internal systems, the systems of third parties who maintain our data, and our use of artificial intelligence.

… We have adopted certain generative AI tools into our systems for specific use cases reviewed by legal and information security. Where a generative AI or machine learning model ingests our proprietary information and makes connections using such data, those technologies …

… Sensitive, proprietary, or confidential information of the Company, our tenants and employees, could be used in a generative AI or machine learning application and we may be unable to control, safeguard, or prevent the use or misuse of such information …

… As we have incorporated and may continue to incorporate the use of generative artificial intelligence and other advancing technologies, any breach, interruption, or security failure of those technologies, or any non-compliance with applicable laws, could have a negative impact …

… Our business continues and will continue to demand the use of sophisticated systems, software and technology, including artificial intelligence. These systems, software and technologies must be refined, updated and replaced on a regular basis in order for us to meet …

… Further, these risks are exacerbated with the advancement and accessibility of artificial intelligence (“AI”) technology, including the adoption of AI tools by us or by third parties. Threat actors may use AI technology and tools to develop new, more sophisticated …