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Cloud Kicks discovered multiple variations of state and country values in contact records.
Which data quality dimension is affected by this issue?
''Consistency is the data quality dimension that is affected by multiple variations of state and country values in contact records. Consistency means that the data values are uniform and follow a common standard or format across different records, fields, or sources. Inconsistent data can cause confusion, errors, or duplication in data analysis and processing.''
In the context of Salesforce's Trusted Al Principles, what does the principle of Responsibility primarily focus on?
The principle of Responsibility in Salesforce's Trusted AI Principles primarily focuses on ensuring that AI is used ethically. This includes making sure that AI technologies are developed and implemented in ways that are transparent, fair, and accountable, with a strong emphasis on the impact on individuals and society. The principle encourages organizations to take responsibility for the outcomes of their AI systems and to avoid unintended consequences that could harm users or society.
In the context of Salesforce's Trusted AI Principles what does the principle of Empowerment primarily aim to achieve?
''The principle of Empowerment primarily aims to achieve empowering users of all skill levels to build AI applications with clicks, not code. Empowerment is one of the Trusted AI Principles that states that AI systems should be designed and developed with respect for the empowerment and education of humans. Empowering users means enabling users to access, use, and benefit from AI systems regardless of their technical expertise or background. For example, empowering users means providing tools and platforms that allow users to build AI applications with clicks, not code, such as Einstein Prediction Builder or Einstein Discovery.''
How does the "right of least privilege" reduce the risk of handling sensitive personal data?
''The ''right of least privilege'' reduces the risk of handling sensitive personal data by limiting how many people have access to data. The ''right of least privilege'' is a security principle that states that each user or system should have the minimum level of access or privilege necessary to perform their tasks or functions. The ''right of least privilege'' can help protect sensitive personal data from unauthorized access, misuse, or leakage.''
What is a societal implication of excluding ethics in AI development?
Excluding ethics in AI development can lead to societal implications such as harm to marginalized communities. When ethical considerations are not integrated into AI development, the resulting technologies may perpetuate or amplify biases, leading to unfair treatment or discrimination against certain groups. This can reinforce existing social inequalities and prevent these communities from benefiting equally from the advancements in AI technology. Salesforce is committed to responsible AI development and emphasizes the importance of ethical considerations in their development practices to prevent such outcomes. Details on Salesforce's approach to ethical AI and its importance can be found at Salesforce Ethical AI.
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