Download Audiobook The Alignment Problem: Machine Learning and Human Values by Brian Christian in English

The Alignment Problem: Machine Learning and Human Values


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A jaw-dropping exploration of every thing that goes mistaken after we construct AI methods and the motion to repair them.Immediately’s “machine-learning” methods, skilled by information, are so efficient that we’ve invited them to see and listen to for us – and to make selections on our behalf. However alarm bells are ringing. Latest years have seen an eruption of concern as the sphere of machine studying advances. When the methods we try to show won’t, ultimately, do what we wish or what we anticipate, moral and doubtlessly existential dangers emerge. Researchers name this the alignment downside.Methods cull résumés till, years later, we uncover that they’ve inherent gender biases. Algorithms resolve bail and parole – and seem to evaluate Black and White defendants in a different way. We will not assume that our mortgage software, and even our medical exams, shall be seen by human eyes. And as autonomous automobiles share our streets, we’re more and more placing our lives of their fingers.The mathematical and computational fashions driving these adjustments vary in complexity from one thing that may match on a spreadsheet to a posh system which may credibly be referred to as “synthetic intelligence.” They’re steadily changing each human judgment and explicitly programmed software program.In best-selling writer Brian Christian’s riveting account, we meet the alignment downside’s “first-responders,” and be taught their formidable plan to unravel it earlier than our fingers are fully off the wheel. In a masterful mix of historical past and on-the-ground reporting, Christian traces the explosive development within the subject of machine studying and surveys its present, sprawling frontier. Listeners encounter a self-discipline discovering its legs amid exhilarating and generally terrifying progress. Whether or not they – and we – succeed or fail in fixing the alignment downside shall be a defining human story.The Alignment Downside affords an unflinching reckoning with humanity’s biases and blind spots, our personal unspoken assumptions and infrequently contradictory targets. A dazzlingly interdisciplinary work, it takes a tough look not solely at our know-how however at our tradition – and finds a narrative by turns harrowing and hopeful.