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5 days agoInherent bias is going to get worse and worse if we let AI roam free.
Inherent bias is going to get worse and worse if we let AI roam free.
That’s insane! It also seems like a figure of diminishing of returns. If your company puts out the only ad out there, that will be incredibly effective. But one in 4K? Does it really make a difference?
That’s a great analogy. It does also highlight that, when you travel to another instance, you are a guest and should behave accordingly.
Consider that the full number is world wide. How many of them are US based or US involved?
They will, at best, replicate the data sets. They will learn racial discrimination and propagate it.
If you have a deterministic system, for example, to rate a CV, you can ensure that no obvious negative racial bias is included. If instead you have a LLM (or other AI) there is no supervision on which data element is used and how. The only thing we can check is if the predictions match the (potentially racist) data.