Hello World: Being Human in the Age of Algorithms
暫譯: 你好,世界:在演算法時代的人性
Hannah Fry
- 出版商: W.W.Norton
- 出版日期: 2018-09-18
- 售價: $900
- 貴賓價: 9.5 折 $855
- 語言: 英文
- 頁數: 272
- 裝訂: Hardcover
- ISBN: 039363499X
- ISBN-13: 9780393634990
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相關分類:
Algorithms-data-structures
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商品描述
Shortlisted for the 2018 Royal Society Investment Science Book Prize
A look inside the algorithms that are shaping our lives and the dilemmas they bring with them.
If you were accused of a crime, who would you rather decide your sentence―a mathematically consistent algorithm incapable of empathy or a compassionate human judge prone to bias and error? What if you want to buy a driverless car and must choose between one programmed to save as many lives as possible and another that prioritizes the lives of its own passengers? And would you agree to share your family’s full medical history if you were told that it would help researchers find a cure for cancer?
These are just some of the dilemmas that we are beginning to face as we approach the age of the algorithm, when it feels as if the machines reign supreme. Already, these lines of code are telling us what to watch, where to go, whom to date, and even whom to send to jail. But as we rely on algorithms to automate big, important decisions―in crime, justice, healthcare, transportation, and money―they raise questions about what we want our world to look like. What matters most: Helping doctors with diagnosis or preserving privacy? Protecting victims of crime or preventing innocent people being falsely accused?
Hello World takes us on a tour through the good, the bad, and the downright ugly of the algorithms that surround us on a daily basis. Mathematician Hannah Fry reveals their inner workings, showing us how algorithms are written and implemented, and demonstrates the ways in which human bias can literally be written into the code. By weaving in relatable, real world stories with accessible explanations of the underlying mathematics that power algorithms, Hello World helps us to determine their power, expose their limitations, and examine whether they really are improvement on the human systems they replace.
商品描述(中文翻譯)
2018年皇家學會投資科學書籍獎入圍名單
深入探討塑造我們生活的演算法及其帶來的困境。
如果你被指控犯有罪行,你希望誰來決定你的刑罰——一個數學上自洽但缺乏同理心的演算法,還是一位容易偏見和出錯的有同情心的人類法官?如果你想購買一輛無人駕駛汽車,必須在一輛被編程為拯救盡可能多的生命和另一輛優先考慮自身乘客生命的車輛之間做出選擇,你會怎麼選?如果有人告訴你分享你家族的完整醫療歷史將有助於研究人員找到癌症的治療方法,你會同意嗎?
這些只是我們在邁向演算法時代時開始面臨的一些困境,當機器似乎主宰一切。這些代碼行已經告訴我們該看什麼、去哪裡、約會誰,甚至是誰應該入獄。但隨著我們依賴演算法來自動化重大且重要的決策——在犯罪、司法、醫療保健、交通和金錢方面——它們引發了關於我們希望世界呈現何種樣貌的問題。最重要的是什麼:幫助醫生進行診斷還是保護隱私?保護犯罪受害者還是防止無辜的人被錯誤指控?
Hello World 帶我們深入了解日常生活中圍繞著我們的演算法的好、壞和醜。數學家漢娜·弗萊揭示了它們的內部運作,展示了演算法是如何編寫和實施的,並演示了人類偏見如何實際上可以寫入代碼中。通過將可親近的現實故事與演算法背後的數學原理的易懂解釋交織在一起,Hello World 幫助我們確定它們的力量,揭示它們的局限性,並檢視它們是否真的比取代的人類系統有所改善。