Alignment Problem - Machine Learning and Human Values
Alignment Problem - Machine Learning and Human Values Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us--and to make decisions on…
Specifikacia Alignment Problem - Machine Learning and Human Values
Alignment Problem - Machine Learning and Human Values
Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us--and to make decisions on our behalf. Recent years have seen an eruption of concern as the field of machine learning advances. But alarm bells are ringing.
Researchers call this the alignment problem.Systems cull r sum s until, years later, we discover that they have inherent gender biases. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Algorithms decide bail and parole--and appear to assess Black and White defendants differently.
We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands.The mathematical and
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