Bias
Artificial Intelligence
Study reveals AI chatbots can detect race, but racial bias reduces response empathy
With the quilt of anonymity and the corporate of strangers, the appeal...
Artificial Intelligence
Study: Some language reward models exhibit political bias
Large language models (LLMs) that drive generative artificial intelligence apps, equivalent to...
Artificial Intelligence
Researchers reduce bias in AI models while preserving or improving accuracy
Machine-learning models can fail when they struggle to make predictions for people...
Artificial Intelligence
The Forgotten Layers: How Hidden AI Biases Are Lurking in Dataset Annotation Practices
AI systems depend upon vast, meticulously curated datasets for training and optimization. The efficacy of an AI model is intricately tied to the standard, representativeness, and integrity of the information it's trained on. Nevertheless,...
Artificial Intelligence
Unmasking Bias in Artificial Intelligence: Challenges and Solutions
The recent advancement of generative AI has seen an accompanying boom in enterprise applications across industries, including finance, healthcare, transportation. The event of this technology may even result in other emerging tech similar to...
Artificial Intelligence
Find out how to Reduce Class Imbalance Bias in AI? (Explained with a Riddle)
Do you want riddles? Perfect! In this text I’ll use a riddle as a fun method to explain class imbalance bias in machine learning modelsFor International Women’s Day, Mindspace asked 22 people to unravel...
Artificial Intelligence
Omitted Variable Bias
Listed below are the links to the Python code and the information used for constructing and training the total and the truncated models and for calculating the Omitted Variable Bias on E(β_1_cap).Link to the...
Artificial Intelligence
Study: When allocating scarce resources with AI, randomization can improve fairness
Organizations are increasingly utilizing machine-learning models to allocate scarce resources or opportunities....
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