Company: GOOGL
Filing Date: 2025-04-25
Form Type: DEF 14A
Source: 0001308179-25-000511
Chunk: 76

Company: Alphabet Inc.
Filing Date: 2025-04-25
Form: DEF 14A
Chunk 76
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| •                                                                                  | Our AI model cards and in-depth technical reports (e.g., Gemini 1.5, Gemma, Imagen 3) address                                  
 the concerns raised.                                                                                                           |

In 2024, we published Our Approach to the Gemini app, which outlined our approach to these issues, and we regularly publish Responsible AI progress reports Our founding mission statement is a commitment to organizing the world’s information and making it universally accessible and useful. That reflects our deep focus on free expression and access to information. We are committed to developing AI systems that benefit all users, regardless of their viewpoints. This commitment is reflected in our recently updated long-standing AI Principles and our transparency efforts. We also prioritize neutral and universal design principles, with a goal of minimizing unfair bias. Our statement last year, Our Approach to the Gemini App, further reflects our approach to these principles while also recognizing our obligation to prevent offensive, objectionable, or dangerous misuse of AI tools. In addition, we publish an annual AI Responsibility Report, which provides detailed insights into our policies, practices, and processes for developing advanced AI systems, emphasizing neutral and universal design. These reports, informed by extensive research, user feedback, and expert consultation, demonstrate our commitment to minimizing illegal or otherwise objectionable outputs. Our AI model cards and in-depth technical reports further address the concerns raised We pioneered the concept of “model cards” in 2018 to provide clear, structured information about our models’ development and evaluation. We have continuously refined these cards to enhance clarity and include comprehensive assessments of intended usage, limitations, risks, and mitigations. For instance,

| • | our Gemini 1.5 Pro Model card details evaluations for new capabilities,                                    
 confirms that guidelines mitigate biases, and outlines evaluations to identify representational harms, and |
| • | our Imagen 3 Model card provides insights into our state-of-the-art text-to-image diffusion                
 model, addressing safety and representation issues and outlining harm minimization methods.                |

Our model cards consistently document the multi-stage safety and quality filtering process, including data cleaning, filtering, and the removal of AI-generated images to prevent the learning of artifacts and biases. We will continue to invest in improving and releasing model cards to enhance public understanding of our models’ training, evaluation, and risk mitigation, including addressing biases as described in the proposal. Our model cards, which summarize key elements of in-depth technical reports (e.g., Gemini 1.5, Gemma, Imagen 3), address the concerns raised by offering a broad