Ethical and responsible practices
In today’s world, where AI plays a pivotal role, it’s crucial to incorporate ethical practices to ensure that businesses and developers use LLMs in a way that benefits society and minimizes harm. Ethics in AI involves making responsible and morally sound choices when developing and deploying AI systems. In this section, we will discuss some of the core ethical and responsible data model design considerations for applications that use LLMs:
- Ensure that data that’s used for training LLMs is collected and stored following ethical and legal guidelines, respecting user privacy rights. Implement robust security measures to protect sensitive data from unauthorized access:
- It is imperative to obtain informed consent from users when collecting their data, clearly stating how their information will be used. Transparency in data collection practices builds trust with users and safeguards their privacy.
- Regularly update data handling...
