Title: 3 Promoting Accountability
Course: LLM_Prompt_Engineering_For_Developers > Section: Module 31: 3 Promoting Accountability

3. Promoting Accountability

Content Moderation

Developers using LLMs in public-facing applications need to implement moderation systems to filter harmful or inappropriate outputs.

Example: An LLM used to generate content for social media might create offensive or false content.

Solution: Set up a filtering system that flags and reviews generated outputs before they are shared with users.

Feedback Mechanism

Implementing a mechanism for users to report erroneous or harmful outputs can help maintain quality and safety.

Example: A news generation app could allow users to flag any content that they believe contains misinformation.

Solution: Provide a feedback option that lets users submit reports easily, allowing developers to iteratively improve the model’s outputs based on real-world usage.

4. Continuous Learning and Improvement