Learn how the user experience layer plays a crucial role in mitigating generative AI harms by ensuring transparency and documenting limitations effectively.
Table of Contents
Question
You need to provide clear and transparent documentation that specifies both the capabilities of a generative AI model as well as its limitations. Under which layer of generative AI harm mitigation does this task fall?
A. Metaprompt and grounding layer
B. Model layer
C. User experience layer
D. Safety system layer
Answer
C. User experience layer
Explanation
The task of providing clear and transparent documentation that specifies both the capabilities and limitations of a generative AI model falls under the user experience (UX) layer of generative AI harm mitigation. Providing clear and transparent documentation is crucial for responsible AI development and deployment. It empowers users with the necessary information to understand what the model can and cannot do, fostering trust, setting realistic expectations, and mitigating potential misuse. Therefore, the UX layer takes responsibility for ensuring that this information is readily available and effectively communicated to users. The features of this layer include:
- Input constraints: Limiting user input options to prevent prompts that could trigger harmful outputs.
- Output validation: Implementing mechanisms to check for and address any harmful content generated by the model.
- Transparency and documentation: Providing clear information about the system’s capabilities, limitations, and potential risks to users and stakeholders.
The model layer focuses on the selection and training of the model itself, not user-facing aspects such as documentation.
The safety system layer is concerned with identifying and mitigating potential harms arising from the model’s outputs, not explicitly communicating the model’s overall capabilities and limitations.
The metaprompt and grounding layer focuses on crafting prompts and context to guide the model towards specific outcomes, not creating documentation for the broader user experience.
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