Fdaytalk Homework Help: Questions and Answers: What is something responsible Al can help mitigate?
a) unintended bias
b) repetitive statements
c) security risk
d) vague prompts
e) I don’t know this yet
Answer:
First, let’s understand what “responsible AI” means: It generally refers to the development and use of artificial intelligence in ways that are ethical, transparent, and beneficial to society.
Now, with this understanding, let’s analyze each option to determine which one responsible AI can help mitigate.
Given Options: Step-by-Step Answering
a) Unintended Bias
- Responsible AI practices involve ensuring fairness, transparency, and accountability in AI systems.
- One of the major concerns is unintended bias, which can lead to unfair treatment of certain groups.
- Techniques like bias detection, fairness auditing, and inclusive data sampling are employed to mitigate this issue.
b) Repetitive Statements
- This is more related to the functionality of an AI system rather than a responsibility issue.
- Addressing repetitive statements might involve improving the AI’s language generation model, but it doesn’t fall under responsible AI’s primary concerns.
c) Security Risk
- While security is crucial, responsible AI primarily focuses on ethical concerns like fairness, bias, and transparency.
- Security risks are usually addressed by cybersecurity measures rather than responsible AI practices.
d) Vague Prompts
- Vague prompts can lead to unclear responses, but this issue is related to the clarity of user input rather than the ethical aspects of AI.
- Responsible AI doesn’t specifically aim to mitigate vague prompts.
e) I don’t know this yet
- We’ll consider this if none of the other options seem correct.
Conclusion
Based on the above analysis, the correct answer is:
a) unintended bias
Responsible AI is specifically designed to address ethical concerns and ensure fairness, transparency, and accountability in AI systems. Among the options provided, unintended bias is a significant issue that responsible AI aims to mitigate.
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