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 all the things that goes mistaken after we construct AI methods and the motion to repair them.At the moment’s “machine-learning” methods, educated by knowledge, are so efficient that we’ve invited them to see and listen to for us – and to make choices on our behalf. However alarm bells are ringing. Current years have seen an eruption of concern as the sector of machine studying advances. When the methods we try to show is not going to, in the long run, do what we wish or what we anticipate, moral and probably existential dangers emerge. Researchers name this the alignment drawback.Techniques 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 otherwise. We are able to not assume that our mortgage utility, and even our medical assessments, might be seen by human eyes. And as autonomous autos share our streets, we’re more and more placing our lives of their palms.The mathematical and computational fashions driving these adjustments vary in complexity from one thing that may match on a spreadsheet to a posh system that may credibly be known 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 drawback’s “first-responders,” and be taught their bold plan to unravel it earlier than our palms are utterly off the wheel. In a masterful mix of historical past and on-the-ground reporting, Christian traces the explosive progress within the subject of machine studying and surveys its present, sprawling frontier. Listeners encounter a self-discipline discovering its legs amid exhilarating and typically terrifying progress. Whether or not they – and we – succeed or fail in fixing the alignment drawback might be a defining human story.The Alignment Downside presents an unflinching reckoning with humanity’s biases and blind spots, our personal unspoken assumptions and infrequently contradictory objectives. 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.