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Twelve curated selections from eight original FY2024/FY2025 annual filings. A learning case, not complete company risk coverage or a held-out model benchmark.

Whitespace normalized within source blocks; paragraph breaks retained. P07 rejoins a reviewed page continuation and omits only the intervening page number and Table of Contents label. Apple warning records are selected sentences. Inspection block IDs are local locators, not SEC identifiers.

Apple: P01 / P02

P01 Apple FY2024

Period end: 2024-09-28. Filed: 2024-11-01. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

The Company’s products and services are designed to include intellectual property owned by third parties, which requires licenses from those third parties. In addition, because of technological changes in the industries in which the Company currently competes or in the future may compete, current extensive patent coverage and the rapid rate of issuance of new patents, the Company’s products and services can unknowingly infringe existing patents or intellectual property rights of others. From time to time, the Company has been notified that it may be infringing certain patents or other intellectual property rights of third parties. Based on experience and industry practice, the Company believes licenses to such third-party intellectual property can generally be obtained on commercially reasonable terms. However, there can be no assurance the necessary licenses can be obtained on commercially reasonable terms or at all. Failure to obtain the right to use third-party intellectual property, or to use such intellectual property on commercially reasonable terms, can require the Company to modify certain products, services or features or preclude the Company from selling certain products or services, or otherwise have a material adverse impact on the Company’s business, results of operations and financial condition.

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P02 Apple FY2025

Period end: 2025-09-27. Filed: 2025-10-31. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

The Company’s products and services include technology or intellectual property that must be licensed from third parties. In addition, because of technological changes in the industries in which the Company currently competes or in the future may compete, current extensive intellectual property coverage and the rapid rate of new intellectual property rights generation, the Company’s products and services may be alleged to infringe existing intellectual property rights of others. This risk may be exacerbated by the use of new and emerging technologies, including machine learning and artificial intelligence, which can involve, among other things, the acquisition and use of copyrighted materials for training as well as the potential reproduction of copyrighted materials in their outputs. From time to time, the Company has been notified that it may be infringing certain intellectual property rights of third parties. The Company is not always able to obtain all necessary licenses to third-party intellectual property rights on commercially reasonable terms or at all. Failure to obtain the right to use third-party intellectual property, or to use such intellectual property on commercially reasonable terms, can require the Company to modify certain products, services or features or preclude the Company from selling certain products or services and expose the Company to significant licensing costs, all of which can materially adversely affect the Company’s business, reputation, results of operations, financial condition and stock price.

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Apple: P03 / P04

P03 Apple FY2024

Period end: 2024-09-28. Filed: 2024-11-01. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: one sentence from product-defect paragraph.

The introduction of new and complex technologies, such as artificial intelligence features, can increase these and other safety risks, including exposing users to harmful, inaccurate or other negative content and experiences.

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P04 Apple FY2025

Period end: 2025-09-27. Filed: 2025-10-31. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: one sentence from product-defect paragraph.

The introduction of new and complex technologies, such as artificial intelligence features, can increase these and other safety risks, including exposing users to harmful, inaccurate or other negative content and experiences.

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Microsoft: P05 / P06

P05 Microsoft FY2024

Period end: 2024-06-30. Filed: 2024-07-30. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

Third parties may claim that we infringe their intellectual property. From time to time, others claim we infringe their intellectual property rights, including current copyright infringement and other claims arising from AI training and output. To resolve these claims, we may enter into royalty-bearing data access or licensing agreements on terms that are less favorable than currently available, stop selling or redesign affected products or services, or pay damages to satisfy indemnification commitments with our customers. Adverse outcomes could also include monetary damages or injunctive relief that may limit or prevent importing, marketing, and selling our products or services that have infringing technologies. We have paid significant amounts to settle claims related to the use of technology and intellectual property rights and to procure intellectual property rights as part of our strategy to manage this risk, and may continue to do so, which could adversely affect our results of operations.

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P06 Microsoft FY2025

Period end: 2025-06-30. Filed: 2025-07-30. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

Third parties may claim that we infringe their intellectual property. From time to time, others claim we infringe their intellectual property rights, including current copyright infringement and other claims arising from AI training and output. To resolve these claims, we may enter into royalty-bearing data access or licensing agreements on terms that are less favorable than currently available, stop selling or redesign affected products or services, or pay damages to satisfy indemnification commitments with our customers. Adverse outcomes could also include monetary damages or injunctive relief that may limit or prevent importing, marketing, and selling our products or services that have infringing technologies. We have paid significant amounts to settle claims related to the use of technology and intellectual property rights and to procure intellectual property rights as part of our strategy to manage this risk, and may continue to do so, which could adversely affect our results of operations.

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Alphabet: P07 / P08

P07 Alphabet FY2024

Period end: 2024-12-31. Filed: 2025-02-05. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: selected advertising risk heading and paragraphs.

We generate a significant portion of our revenues from advertising. Reduced spending by advertisers, a loss of partners, or new and existing technologies that block ads online and/or affect our ability to personalize ads could harm our business.

We generated more than 75% of total revenues from online advertising in 2024. Many of our advertisers, companies that distribute our products and services, digital publishers, and content providers can terminate their contracts with us at any time. These partners may not continue to do business with us if we do not create more value (such as increased numbers of users or customers, new sales leads, increased brand awareness, or more effective monetization) than their available alternatives. Changes to our advertising policies and data privacy practices, such as our initiatives related to third-party cookies, including our announcement in July 2024 to move from phasing out all third-party cookies to a proposed user choice model (which remains subject to continuing discussions with regulators), as well as changes to other companies’ advertising and/or data privacy practices have in the past, and may in the future, affect the advertising services that we are able to provide. In addition, technologies have been developed that make personalized ads more difficult, or that block the display of ads altogether, and some providers of online services have integrated technologies that could potentially impair the availability and functionality of third-party digital advertising. Failing to provide superior value or deliver advertisements effectively and competitively could harm our business, reputation, financial condition, and operating results.

In addition, expenditures by advertisers tend to correlate with overall economic conditions. Adverse macroeconomic conditions have affected, and may in the future affect, the demand for advertising, resulting in fluctuations in the amounts our advertisers spend on advertising, which could harm our financial condition and operating results.

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P08 Alphabet FY2025

Period end: 2025-12-31. Filed: 2026-02-05. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: selected advertising risk heading and paragraphs.

We generate a significant portion of our revenues from advertising. Reduced spending by advertisers, a loss of partners, shifts in online advertising, new and evolving advertising formats, or new or existing technologies that block ads online or affect our ability to personalize ads could harm our business.

We generated more than 70% of total revenues from online advertising in 2025. Many of our advertisers, companies that distribute our products and services, digital publishers, and content providers can terminate their contracts with us at any time. These partners may not continue to do business with us if we do not create more value (such as increased numbers of users or customers, new sales leads, increased brand awareness, or more effective monetization) than their available alternatives.

We believe AI is quickly reshaping the advertising industry, including how ads are delivered online, and we and our competitors are constantly adjusting to meet this shift and provide new and evolving advertising formats. There is no assurance that we will adapt effectively and competitively to meet this shift, and that such advertising formats, strategies, and offerings will be successful.

Changes to our advertising policies and data privacy practices, as well as changes to other companies' advertising or data privacy practices have in the past, and may in the future, affect the advertising services that we are able to provide. In addition, technologies have been developed that make personalized ads more difficult, or that block the display of ads altogether, and some providers of online services have integrated technologies that could impair the availability and functionality of third-party digital advertising. Failing to provide superior value or deliver advertisements effectively and competitively could harm our business, reputation, financial condition, and operating results.

Expenditures by advertisers tend to correlate with overall economic conditions. Adverse macroeconomic conditions have affected, and may in the future affect, the demand for advertising, resulting in fluctuations in the amounts our advertisers spend on advertising, which could harm our financial condition and operating results.

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Alphabet: P09 / P10

P09 Alphabet FY2024

Period end: 2024-12-31. Filed: 2025-02-05. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

Our evolving AI-related efforts may give rise to risks related to harmful content, inaccuracies, discrimination, intellectual property infringement or misappropriation, violation of rights of publicity, defamation, data privacy, cybersecurity, and other issues. As a result of these and other challenges associated with innovative technologies, our implementation of AI systems could subject us to competitive harm, regulatory action, legal liability (including under new and proposed legislation and regulations), new applications of existing data protection, privacy, intellectual property, and other laws, and brand or reputational harm.

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P10 Alphabet FY2025

Period end: 2025-12-31. Filed: 2026-02-05. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

Our evolving AI-enabled products and services may give rise to risks related to harmful content, inaccuracies, discrimination, intellectual property infringement or misappropriation, violation of rights of publicity, defamation, data privacy, cybersecurity, minor protection, and other issues. As a result of these and other challenges associated with innovative technologies, our implementation of AI systems could subject us to competitive harm, regulatory action, legal liability (including under new and proposed legislation and regulations), new applications of existing data protection, privacy, intellectual property, and other laws, and brand or reputational harm.

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Meta: P11 / P12

P11 Meta FY2024

Period end: 2024-12-31. Filed: 2025-01-30. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

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 including spear phishing 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.

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P12 Meta FY2025

Period end: 2025-12-31. Filed: 2026-01-29. Form: 10-K.

Original filing. Item 1A. Risk Factors. Selection: complete selected paragraph.

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 including spear phishing attacks, data privacy violations, other societal harms, including 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.

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