These models are trained on tons of human generated data. Of course, there will be bias and fairness issues!
There are serious risks of obsessing over these issues perhaps to the detriment of developing better models.
Keep the puritans and self promoting do gooders away!
See e.g. Two new measures show where AI models fail on fairness
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