Survey for AI Experts
What is your primary area of expertise within AI? (Select all that apply)
Machine Learning
Natural Language Processing
Computer Vision
Robotics
Ethics in AI
Other (please specify)
How many years of experience do you have working with AI?
2 years
3-5 years
6-10 years
More than 10 years
Have you been involved in implementing AI in social science contexts?
Yes, extensively
Yes, somewhat
No, but I'm familiar with such applications
No, I have no experience in this area
What do you perceive as the main benefits of generative AI in social sciences? (Select all that apply)
Enhanced data analysis capabilities
Improved research efficiency
Generation of new hypotheses
Facilitation of cross-cultural studies
Automation of routine tasks
Other (please specify)
On a scale of 1-5, how significant do you believe the issue of bias is in current generative AI systems?1 (Not significant), 5 (Very significant)
Not significant
Slightly significant
Moderately significant
Significant
Very significant
What do you consider to be the primary sources of bias in generative AI? (Select all that apply)
Training data
Algorithm design
Human interaction
Other (please specify)
How often do you encounter biases in AI-generated outputs?
Never
Rarely
Sometimes
Often
Very often
Which types of biases are most common in your experience? (Select all that apply)
Gender bias
Racial bias
Socioeconomic bias
Cultural bias
Other (please specify)
How effective are current strategies for mitigating these biases?
Very ineffective
Ineffective
Neutral
Effective
Very effective
In your opinion, what is the most effective method for assessing the accuracy of AI-generated text?
How would you rate the current methods for assessing the accuracy of AI-generated text?
Very ineffective
Ineffective
Neutral
Effective
Very effective
What challenges do you face when assessing the accuracy of AI-generated text? (Select all that apply)
Lack of standard metrics
Subjectivity in evaluation
Resource constraints
Other (please specify)
How often do you encounter ethical dilemmas in your work with AI?
Never
Rarely
Sometimes
Often
Always
How concerned are you about the ethical implications of using generative AI in social sciences?
Very unconcerned
Somewhat unconcerned
Neutral
Somewhat concerned
Very concerned
Do you believe current legal frameworks are adequate to regulate generative AI
Yes
No
Not sure
What do you believe is the most pressing ethical concern regarding generative AI in social sciences?
In your view, how can social sciences best contribute to developing more ethical and unbiased AI systems?
What specific legal or ethical guidelines do you think are most urgently needed to address challenges posed by generative AI?
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