What do AI/ML practitioners think about AI/ML bias?
<|reference_start|>What do AI/ML practitioners think about AI/ML bias?: AI leaders and companies have much to offer to AI/ML practitioners to support them in addressing and mitigating biases in the AI/ML systems they develop. AI/ML practitioners need to receive the necessary resources and support from experts to develop unbiased AI/ML systems. However, our studies have revealed a discrepancy between practitioners' understanding of 'AI/ML bias' and the definitions of tech companies and researchers. This indicates a misalignment that needs addressing. Efforts should be made to match practitioners' understanding of AI/ML bias with the definitions developed by tech companies and researchers. These efforts could yield a significant return on investment by aiding AI/ML practitioners in developing unbiased AI/ML systems.<|reference_end|>
@article{pant2024what,
    title={What do AI/ML practitioners think about AI/ML bias?},
    author={Aastha Pant, Rashina Hoda, Burak Turhan, Chakkrit Tantithamthavorn},
    journal={arXiv preprint arXiv:2407.08895},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.08895},
    primaryClass={cs.SE}
}