You have a natural language processing (NLP) model that was created by using data obtained without permission. Which Microsoft principle for responsible AI does this breach?

Reliability and safety pertains to an AI system performing consistently and without harm, which is not directly violated by the method of data acquisition.

The privacy and security principle for responsible AI emphasizes the protection of personal data and ensuring that data is collected, stored, and used ethically and lawfully, making unauthorized data acquisition a direct breach.

Inclusiveness refers to ensuring AI systems are accessible and beneficial to all and avoid discrimination, which is not the primary issue raised by unauthorized data collection.

Transparency focuses on understanding how AI systems work, their purpose, and limitations, rather than the legality or ethics of data collection itself.