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Wednesday, January 06, 2021

The Alignment Problem: Machine Learning and Human Values | Books - Amazon

Check out this book about artificial intelligence by Brian Christian, American non-fiction author, poet, programmer and researcher.

The 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. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. 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. Researchers call this the alignment problem...

The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software.

Publisher: W. W. Norton & Company; 1st edition (October 6, 2020)  

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Source: Amazon