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9 Problems with Generative AI, in One Chart
Visual Capitalist November 20, 2023
In the rapidly evolving landscape of artificial intelligence, generative AI tools are demonstrating incredible potential. However, their potential for harm is also becoming more and more apparent.
Together with our partner VERSES, we have visualized some concerns regarding generative AI tools using data from a variety of different sources. Many of them fall into one of the following categories: quality control & data accuracy, ethical considerations, or technical challenges—with, of course, a certain degree of overlap.
Let’s dive into it.
PROBLEM 1:
Bias In, Bias Out
Theme: Quality Control & Accuracy
One of the critical issues with generative AI lies in its tendency to reproduce biases present in the data it has been trained on. Rather than mitigating biases, these...
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