Subject:
Potential bias when using ChatGPT
Environment:
Fresno State University, ChatGPT -
Article Summary:
Potential bias when using ChatGPT
Resolution:
This article will highlight the potential bias you might see when using ChatGPT.
Does ChatGPT exhibit biases?
Yes, ChatGPT, like all AI models, may exhibit biases. These biases come from various sources, including but not limited to the following:
- Training Data Bias - The model trains on a vast amount of data collected from the internet, and will reflect any biases present in human language, differing opinions, culture, and the media in any responses given.
- Algorithmic Bias - How the model processes and generates responses based on the training data can introduce biases if patterns in the data are overrepresented or underrepresented. Overrepresented data is usually given more weight in a response than underrepresented data.
- User Interaction Bias - The way questions are asked, the context given or the details provided by users can shape responses in ways that might reinforce existing biases.
- Mitigation efforts - OpenAi has implemented measures to reduce harmful biases, but no model is free of them. Efforts include refining training data, using human feedback, and applying content moderation.
While AI bias exists, it's helpful to be aware of it and critically evaluate responses, particularly in areas like history, society, and current events. Always think critically, fact-check important details, and consider multiple perspectives. AI can be a useful tool, but it’s up to you to use it ethically.
Additional Information:
Need additional information or assistance? Please see the following web portal dedicated to ChatGPT EDU or Contact the Technology Service Desk at (559) 278-5000.
TAGS: ChatGPT, AI, openAI